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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Regardless of how many cores I used, I have 16 or 32 threads, map slows down to a crawl at around 80% done, lingers maybe until 97% extremely slowly and NEVER finishes the job. It just hangs.
After watching this for 27 hours I control-C out of it. Until the end one process appears to be doing s... | 2023-11-30T03:27:26Z | https://github.com/huggingface/datasets/issues/6319 | {
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This is useful to get deterministic hashes of tokenizers that use a trie based on python sets.
reported in https://github.com/huggingface/datasets/issues/3847 | 2023-10-19T16:27:20Z | https://github.com/huggingface/datasets/pull/6318 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
loading the dataset using load_dataset("sentiment140") returns the following error
ConnectionError: Couldn't reach http://cs.stanford.edu/people/alecmgo/trainingandtestdata.zip (error 403)
### Steps to reproduce the bug
Run the following code (version should not matter).
```
from data... | 2023-10-19T13:04:56Z | https://github.com/huggingface/datasets/issues/6317 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, the reading of the metadata file infers the file extension (.jsonl or .csv) from the passed filename. However, downloaded files from the Hub don't have file extension. For example:
- the original file: `hf://datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5916a4-16977085077831/metadata.jsonl`
- correspon... | 2023-10-20T06:23:21Z | https://github.com/huggingface/datasets/pull/6316 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | When trying to load a Hub dataset that contains a CSV metadata file, it raises an `ArrowInvalid` error:
```
E pyarrow.lib.ArrowInvalid: JSON parse error: Invalid value. in row 0
pyarrow/error.pxi:100: ArrowInvalid
```
See: https://huggingface.co/datasets/lukarape/public_small_papers/discussions/1 | 2023-10-20T06:14:10Z | https://github.com/huggingface/datasets/issues/6315 | {
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- `Upload dataset (part 00000-of-00002)`
- `Upload dataset (part 00000-of-00002) (part 00001-of-00002)`
Introduced in https://github.com/huggingface/datasets/pull/6269
This PR fixes this issue to have
- `Upload dataset (part 00000-of-00002)`
- `Upload dataset... | 2023-10-20T14:06:13Z | https://github.com/huggingface/datasets/pull/6313 | {
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The variable name 'time' was being used in a way that could potentially lead to a namespace conflict with Python's built-in 'time' module. It is not a good conven... | 2023-10-19T16:31:59Z | https://github.com/huggingface/datasets/pull/6312 | {
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https://api.github.com/repos/huggingface/datasets/issues/6311/comments | https://api.github.com/repos/huggingface/datasets/issues/6311/timeline | 2024-02-06T19:24:20Z | null | completed | I_kwDODunzps50MAih | closed | [] | null | 6,311 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
i load a dataset from local csv file which has 187383612 examples, then use `map` to generate new columns for test.
here is my code :
```
import os
from datasets import load_dataset
from datasets.features import Sequence, Value
def add_new_path(example):
example["ais_bbox"] =... | 2024-02-06T19:24:20Z | https://github.com/huggingface/datasets/issues/6311 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | Proposition to fix #5806.
Added an optional parameter `return_file_name` in the dataset builder config. When set to `True`, the function will include the file name corresponding to the sample in the returned output.
There is a difference between arrow-based and folder-based datasets to return the file name:
- fo... | 2023-11-27T21:11:14Z | https://github.com/huggingface/datasets/pull/6310 | {
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https://api.github.com/repos/huggingface/datasets/issues/6309/comments | https://api.github.com/repos/huggingface/datasets/issues/6309/timeline | 2023-10-18T13:50:35Z | null | null | PR_kwDODunzps5c_YcX | closed | [] | false | 6,309 | {
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- For the URL path: `hf://datasets/piuba-bigdata/articles_and_comments@f328d536425ae8fcac5d098c8408f437bffdd357/data/train-00001-of-00009.parquet` (note the org name `piuba-bigdata/` ending with `data/`)
- The in... | 2023-10-18T14:01:52Z | https://github.com/huggingface/datasets/pull/6309 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
just run import:
`from datasets import load_dataset`
and then:
```
File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\__init__.py", line 22, in <module>
from .arrow_dataset import Dataset
File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\arrow... | 2023-10-25T17:09:22Z | https://github.com/huggingface/datasets/issues/6308 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I ran a package with pyinstaller and got the following error：
### Steps to reproduce the bug
```
...
File "datasets\__init__.py", line 52, in <module>
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 1006, in _find_an... | 2023-11-02T07:24:51Z | https://github.com/huggingface/datasets/issues/6306 | {
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"... | Cannot load dataset with `2.14.5`: `FileNotFound` error | https://api.github.com/repos/huggingface/datasets/issues/6305/events | null | https://api.github.com/repos/huggingface/datasets/issues/6305/labels{/name} | 2023-10-16T20:11:27Z | null | false | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm trying to load [piuba-bigdata/articles_and_comments] and I'm stumbling with this error on `2.14.5`. However, this works on `2.10.0`.
### Steps to reproduce the bug
[Colab link](https://colab.research.google.com/drive/1SAftFMQnFE708ikRnJJHIXZV7R5IBOCE#scrollTo=r2R2ipCCDmsg)
```python
D... | 2023-10-18T13:50:36Z | https://github.com/huggingface/datasets/issues/6305 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fixed typos in ReadMe and added punctuation marks
Tensorflow --> TensorFlow
| 2023-10-17T15:13:37Z | https://github.com/huggingface/datasets/pull/6304 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
I noticed this numbering scheme not matching up in a different project and wanted to raise it as an issue for discussion, what is the actual proper way to have these stored?
<img width="425" alt="image" src="https://github.com/huggingface/datasets/assets/1981179/3ffa2144-7c9a-446f-b521-a5e9db71... | 2023-10-16T16:33:21Z | https://github.com/huggingface/datasets/issues/6303 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
An example from [1], does not work when limiting shards with `max_shard_size`.
Try the following example with low `max_shard_size`, such as:
```python
builder.download_and_prepare(output_dir, storage_options=storage_options, file_format="parquet", max_shard_size="10MB")
```
The reason f... | 2023-10-17T06:52:12Z | https://github.com/huggingface/datasets/issues/6302 | {
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fix #6202 | 2023-10-12T16:37:55Z | https://github.com/huggingface/datasets/pull/6300 | {
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Hi,
I like your idea of adapting the datasets library to be usable with JAX. Thank you for that.
However, in your [setup.py](https://github.com/huggingface/datasets/blob/main/setup.py), you enforce old versions of JAX <= 0.3... It is very cumbersome !
What is the rationale for such a lim... | 2023-10-12T16:28:59Z | https://github.com/huggingface/datasets/issues/6299 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Changes in the doc READMe:
* adds two new sections (to be aligned with `transformers` and `hfh`): "Previewing the documentation" and "Writing documentation examples"
* replaces the mentions of `transformers` with `datasets`
* fixes some dead links | 2023-10-12T12:47:15Z | https://github.com/huggingface/datasets/pull/6298 | {
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Fix https://github.com/huggingface/datasets/issues/6293 | 2023-10-11T16:30:24Z | https://github.com/huggingface/datasets/pull/6295 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am encountering an `IndexError` when trying to access data from a DataLoader which wraps around a dataset I've loaded using the `datasets` library. The error suggests that the dataset size is `0`, but when I check the length and print the dataset, it's clear that it has `1166` entries.
### Step... | 2023-10-17T11:24:06Z | https://github.com/huggingface/datasets/issues/6294 | {
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```
Tried to load parquet data with columns '['link']' with mismatching features '{'caption': Value(dtype='string', id=None), 'image': {'bytes': Value(dtype='binary', id=None), 'path': Value(dtype='null', id=None)}, 'link': Value(dtype='string', id=... | 2023-10-11T16:21:38Z | https://github.com/huggingface/datasets/issues/6293 | {
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{
"image": datasets.Image(),
"text": datasets.Value("string"),
},
)
The datasets builder seems only support the unit8 data. How to load the float dtype data? | 2023-10-11T13:19:11Z | https://github.com/huggingface/datasets/issues/6292 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am on a school project and the initial type for feature annotations are `Array2D(shape=(None, 4))`. I am trying to cast this type to a `float64` and pyarrow gives me this error :
```
Traceback (most recent call last):
File "/home/alan/dev/ClassezDesImagesAvecDesAlgorithmesDeDeeplearnin... | 2023-10-13T13:45:31Z | https://github.com/huggingface/datasets/issues/6291 | {
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Have the possibility to do `ds.push_to_hub(..., append=True)`.
### Motivation
Requested in this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/3#65252597c4edc168202a5eaa) and
this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/4#6524f675... | 2023-10-13T16:05:26Z | https://github.com/huggingface/datasets/issues/6290 | {
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The [map() documentation](https://huggingface.co/docs/datasets/v2.14.5/en/package_reference/main_classes#datasets.Dataset.map) reads:
`
ds = ds.map(lambda x: tokenizer(x['text'], truncation=True, padding=True), batched=True)`
I have been trying to reproduce it in my code as:
`tokenizedData... | 2023-10-11T20:28:45Z | https://github.com/huggingface/datasets/issues/6287 | {
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See Hub discussion: https://huggingface.co/datasets/the_pile_books3/discussions/7#6523c13a94f3a1a2092d251b | 2023-10-10T07:13:22Z | https://github.com/huggingface/datasets/pull/6286 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
my dataset is in form : train- image /n -labels
and tried the code:
```
from datasets import load_dataset
data_files = {
"train": "/content/datasets/PotholeDetectionYOLOv8-1/train/",
"validation": "/content/datasets/PotholeDetectionYOLOv8-1/valid/",
"test": "/content/dat... | 2023-10-10T13:17:33Z | https://github.com/huggingface/datasets/issues/6285 | {
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Belebele is a multiple-choice machine reading comprehension (MRC) dataset spanning 122 language variants. This dataset enables the evaluation of mono- and multi-lingual models in high-, medium-, and low-resource languages. Each question has four multiple-choice answers and is linked to a short pass... | 2023-10-06T13:26:51Z | https://github.com/huggingface/datasets/issues/6284 | {
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"gists_url"... | Fix array cast/embed with null values | https://api.github.com/repos/huggingface/datasets/issues/6283/events | null | https://api.github.com/repos/huggingface/datasets/issues/6283/labels{/name} | 2023-10-05T15:24:05Z | null | false | null | {
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Fix #6280, fix #6311, fix #6360
(Also fixes https://github.com/huggingface/datasets/issues/5430 to make Beam compatible with PyArrow>=... | 2024-02-06T19:30:25Z | https://github.com/huggingface/datasets/pull/6283 | {
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close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
| 2024-03-01T16:33:20Z | https://github.com/huggingface/datasets/pull/6282 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I have a dataset with an embedding column, when I try to map that dataset I get the following exception:
```
Traceback (most recent call last):
File "/Users/jmif/.virtualenvs/llm-training/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 3189, in map
for rank, done, content... | 2024-02-06T19:24:20Z | https://github.com/huggingface/datasets/issues/6280 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Hi,
could you add an implementation of a batched `IterableDataset`. It already support an option to do batch iteration via `.iter(batch_size=...)` but this cannot be used in combination with a torch `DataLoader` since it just returns an iterator.
### Motivation
The current implementation load... | 2023-10-05T11:50:28Z | https://github.com/huggingface/datasets/issues/6279 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | I added a new DataFilesSet class to disallow duplicate data files.
I also deprecated DataFilesList.
EDIT: actually I might just add drop_duplicates=True to `.from_patterns`
close https://github.com/huggingface/datasets/issues/6259
close https://github.com/huggingface/datasets/issues/6272
TODO:
- [ ] tests
... | 2024-01-11T06:32:49Z | https://github.com/huggingface/datasets/pull/6278 | {
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... | FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub either. | https://api.github.com/repos/huggingface/datasets/issues/6277/events | null | https://api.github.com/repos/huggingface/datasets/issues/6277/labels{/name} | 2023-10-04T22:01:25Z | null | false | null | null | 1,927,044,546 | [] | https://api.github.com/repos/huggingface/datasets/issues/6277 | [
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I'm encountering a "FileNotFoundError" while attempting to use the "paws-x" dataset to retrain the DistilRoBERTa-base model. The error message is as follows:
FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub eit... | 2023-10-08T17:05:46Z | https://github.com/huggingface/datasets/issues/6277 | {
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"gist... | I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error | https://api.github.com/repos/huggingface/datasets/issues/6276/events | null | https://api.github.com/repos/huggingface/datasets/issues/6276/labels{/name} | 2023-10-04T11:03:41Z | null | false | null | null | 1,925,961,878 | [] | https://api.github.com/repos/huggingface/datasets/issues/6276 | [
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I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error, i'm following the steps in this blog post
https://huggingface.co/blog/fine-tune-whisper
I tried google collab and it works but because I'm on the free version the training ... | 2023-11-27T10:39:16Z | https://github.com/huggingface/datasets/issues/6276 | {
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"gists_url"... | Would like to Contribute a dataset | https://api.github.com/repos/huggingface/datasets/issues/6275/events | null | https://api.github.com/repos/huggingface/datasets/issues/6275/labels{/name} | 2023-10-02T07:00:21Z | null | false | null | null | 1,921,354,680 | [] | https://api.github.com/repos/huggingface/datasets/issues/6275 | [
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https://api.github.com/repos/huggingface/datasets/issues/6274/comments | https://api.github.com/repos/huggingface/datasets/issues/6274/timeline | 2023-10-02T20:09:38Z | null | completed | I_kwDODunzps5ygLAo | closed | [] | null | 6,274 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When there is only one config and only the dataset name is entered when using datasets.load_dataset(), it works fine. But if I create a second builder_config for my dataset and enter the config name when using datasets.load_dataset(), the following error will happen.
FileNotFoundError: [Errno 2... | 2023-10-02T20:09:38Z | https://github.com/huggingface/datasets/issues/6274 | {
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"... | Broken Link to PubMed Abstracts dataset . | https://api.github.com/repos/huggingface/datasets/issues/6273/events | null | https://api.github.com/repos/huggingface/datasets/issues/6273/labels{/name} | 2023-10-01T19:08:48Z | null | false | null | null | 1,920,922,260 | [] | https://api.github.com/repos/huggingface/datasets/issues/6273 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The link provided for the dataset is broken,
data_files =
[https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst](url)
The
### Steps to reproduce the bug
Steps to reproduce:
1) Head over to [https://huggingface.co/learn/nlp-course/chapt... | 2024-01-09T05:48:01Z | https://github.com/huggingface/datasets/issues/6273 | {
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```ipython
In [1]: from datasets import *
In [2]: b = load_dataset_builder("u23429/stock_1_minute_ticker")
Downloading readme: 100%|██████████████████████████| 627/627 [00:00<00:00, 246kB/s]
In [3]: b.config.data_files
Out[3]:
{NamedSplit('train'): ['hf://datasets/... | 2023-10-05T10:32:27Z | https://github.com/huggingface/datasets/issues/6272 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I want to be able to overwrite/update/delete splits in my dataset. Currently the only way to do is to manually go into the dataset and delete the split. If I try to overwrite programmatically I end up in an error state and (somewhat) corrupting the dataset. Read below.
**Current Behavior**
Whe... | 2023-10-16T13:30:50Z | https://github.com/huggingface/datasets/issues/6271 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
According to the docs of Datasets.from_generator:
```
gen_kwargs(`dict`, *optional*):
Keyword arguments to be passed to the `generator` callable.
You can define a sharded dataset by passing the list of shards in `gen_kwargs`.
```
So I'd expect that if gen_kwar... | 2023-10-11T20:29:12Z | https://github.com/huggingface/datasets/issues/6270 | {
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A shard's fingerprint no longer needs to be added as a suffix to support resuming an upload, meaning the shards' naming schem... | 2023-10-16T16:03:18Z | https://github.com/huggingface/datasets/pull/6269 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ```python
from datasets import load_dataset
ds = load_dataset("lhoestq/demo1", split="train")
ds = ds.map(lambda x: {}, num_proc=2).filter(lambda x: True).remove_columns(["id"])
print(ds.repo_id)
# lhoestq/demo1
```
- repo_id is None when the dataset doesn't come from the Hub, e.g. from Dataset.from_dict
- ... | 2023-10-01T15:29:45Z | https://github.com/huggingface/datasets/pull/6268 | {
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I have a multi label dataset and I'd like to be able to class encode the column and store the mapping directly in the features just as I can with a single label column. `class_encode_column` currently does not support multi labels.
Here's an example of what I'd like to encode:
```
data = {
... | 2023-10-26T18:46:08Z | https://github.com/huggingface/datasets/issues/6267 | {
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Fix https://github.com/huggingface/datasets/issues/6260 | 2023-09-28T18:34:02Z | https://github.com/huggingface/datasets/pull/6265 | {
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Hot fix #6263. | 2023-09-27T08:45:24Z | https://github.com/huggingface/datasets/pull/6264 | {
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See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262
```
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```
FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_multiple_files_with_max_shard_size - huggingface_hub.u... | 2023-09-28T15:39:16Z | https://github.com/huggingface/datasets/pull/6262 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Can't seem to load the JourneyDB dataset.
It throws the following error:
```
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
Cell In[15], line 2
1 # If the dataset is gated/priv... | 2023-10-05T10:23:23Z | https://github.com/huggingface/datasets/issues/6261 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I use the following code to download natural_question dataset. Even though I have completely download it, the next time I run this code, the new download procedure will start and cover the original /data/lxy/NQ
config=datasets.DownloadConfig(resume_download=True,max_retries=100,cache_dir=r'/da... | 2023-09-28T18:23:36Z | https://github.com/huggingface/datasets/issues/6260 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When parquet files are saved in "train" and "val" subdirectories under a root directory, and datasets are then loaded using `load_dataset("parquet", data_dir="root_directory")`, the resulting dataset has duplicated rows for both the training and validation sets.
### Steps to reproduce the bug... | 2023-09-26T17:54:08Z | https://github.com/huggingface/datasets/issues/6259 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Not ElasticSearch :) | 2023-09-26T14:55:35Z | https://github.com/huggingface/datasets/pull/6258 | {
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"g... | HfHubHTTPError - exceeded our hourly quotas for action: commit | https://api.github.com/repos/huggingface/datasets/issues/6257/events | null | https://api.github.com/repos/huggingface/datasets/issues/6257/labels{/name} | 2023-09-25T06:11:43Z | null | false | null | null | 1,910,741,044 | [] | https://api.github.com/repos/huggingface/datasets/issues/6257 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I try to upload a very large dataset of images, and get the following error:
```
File /fsx-multigen/yuvalkirstain/miniconda/envs/pickapic/lib/python3.10/site-packages/huggingface_hub/hf_api.py:2712, in HfApi.create_commit(self, repo_id, operations, commit_message, commit_description, token, repo... | 2023-10-16T13:30:49Z | https://github.com/huggingface/datasets/issues/6257 | {
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"gists_url": "https://... | load_dataset() function's cache_dir does not seems to work | https://api.github.com/repos/huggingface/datasets/issues/6256/events | null | https://api.github.com/repos/huggingface/datasets/issues/6256/labels{/name} | 2023-09-24T15:34:06Z | null | false | null | null | 1,910,275,199 | [] | https://api.github.com/repos/huggingface/datasets/issues/6256 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | 2023-09-27T13:40:45Z | https://github.com/huggingface/datasets/issues/6256 | {
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E.g. `load_dataset("uonlp/CulturaX", "fr", revision="refs/pr/6")` from >1min to 15sec | 2024-01-11T06:32:34Z | https://github.com/huggingface/datasets/pull/6255 | {
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https://api.github.com/repos/huggingface/datasets/issues/6254/comments | https://api.github.com/repos/huggingface/datasets/issues/6254/timeline | 2023-10-03T14:42:53Z | null | completed | I_kwDODunzps5x00io | closed | [] | null | 6,254 | {
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... | Dataset.from_generator() cost much more time in vscode debugging mode then running mode | https://api.github.com/repos/huggingface/datasets/issues/6254/events | null | https://api.github.com/repos/huggingface/datasets/issues/6254/labels{/name} | 2023-09-23T02:07:26Z | null | false | null | null | 1,909,672,104 | [] | https://api.github.com/repos/huggingface/datasets/issues/6254 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hey there,
I’m using Dataset.from_generator() to convert a torch_dataset to the Huggingface Dataset.
However, when I debug my code on vscode, I find that it runs really slow on Dataset.from_generator() which may even 20 times longer then run the script on terminal.
### Steps to reproduce the bu... | 2023-10-03T14:42:53Z | https://github.com/huggingface/datasets/issues/6254 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix https://github.com/huggingface/datasets-server/issues/1812
this was causing this issue:
```ipython
In [1]: from datasets import *
In [2]: inspect.get_dataset_config_names("aakanksha/udpos")
Out[2]: ['default']
In [3]: load_dataset_builder("aakanksha/udpos").config.name
Out[3]: 'en'
``` | 2023-09-21T14:16:44Z | https://github.com/huggingface/datasets/pull/6253 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I noticed that some of my images loaded using PIL have some metadata related to exif that can rotate them when loading.
Since the dataset.features.Image uses PIL for loading, the loaded image may be rotated (width and height will be inverted) thus for tasks as object detection and layoutLM this ca... | 2023-09-22T14:07:52Z | https://github.com/huggingface/datasets/issues/6252 | {
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See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2
CC: @AndreaFrancis | 2023-09-27T06:37:03Z | https://github.com/huggingface/datasets/pull/6251 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | modified , as AudioFolder and ImageFolder not in Dataset Library.
``` from datasets import AudioFolder ``` and ```from datasets import ImageFolder``` to ```from datasets import load_dataset```
```
cannot import name 'AudioFolder' from 'datasets' (/home/eswardivi/miniconda3/envs/Hugformers/lib/python3.10/site... | 2023-09-19T18:51:49Z | https://github.com/huggingface/datasets/pull/6247 | {
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https://api.github.com/repos/huggingface/datasets/issues/6246/comments | https://api.github.com/repos/huggingface/datasets/issues/6246/timeline | 2023-09-18T16:20:09Z | null | completed | I_kwDODunzps5xPWLe | closed | [] | null | 6,246 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
[<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>()
----> 1 dataset['train']['/workspace/data']
3 frames
[/... | 2023-09-18T16:20:09Z | https://github.com/huggingface/datasets/issues/6246 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #6242 | 2023-09-19T18:02:21Z | https://github.com/huggingface/datasets/pull/6243 | {
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"gists_u... | Data alteration when loading dataset with unspecified inner sequence length | https://api.github.com/repos/huggingface/datasets/issues/6242/events | null | https://api.github.com/repos/huggingface/datasets/issues/6242/labels{/name} | 2023-09-14T16:12:45Z | null | false | null | null | 1,896,899,123 | [] | https://api.github.com/repos/huggingface/datasets/issues/6242 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
When a dataset saved with a specified inner sequence length is loaded without specifying that length, the original data is altered and becomes inconsistent.
### Steps to reproduce the bug
```python
from datasets import Dataset, Features, Value, Sequence, load_dataset
# Repository ID
repo_id... | 2023-09-19T17:53:18Z | https://github.com/huggingface/datasets/issues/6242 | {
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"gists_url"... | Remove unused global variables in `audio.py` | https://api.github.com/repos/huggingface/datasets/issues/6241/events | null | https://api.github.com/repos/huggingface/datasets/issues/6241/labels{/name} | 2023-09-14T12:06:32Z | null | false | null | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am trying to get CLIP to fine-tuning with my code.
When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon.
- Validation dataloader stuck in 2nd epoch only on multi-GPU
Specifically, when the "for inputs in valid_loader:" process is finished, it does... | 2023-09-14T23:54:42Z | https://github.com/huggingface/datasets/issues/6240 | {
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https://api.github.com/repos/huggingface/datasets/issues/6239/comments | https://api.github.com/repos/huggingface/datasets/issues/6239/timeline | 2023-09-15T14:32:10Z | null | completed | I_kwDODunzps5w-LyG | closed | [] | null | 6,239 | {
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"gists_url": "https://... | Load local audio data doesn't work | https://api.github.com/repos/huggingface/datasets/issues/6239/events | null | https://api.github.com/repos/huggingface/datasets/issues/6239/labels{/name} | 2023-09-13T22:30:01Z | null | false | null | null | 1,895,349,382 | [] | https://api.github.com/repos/huggingface/datasets/issues/6239 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I get a RuntimeError from the following code:
```python
audio_dataset = Dataset.from_dict({"audio": ["/kaggle/input/bengaliai-speech/train_mp3s/000005f3362c.mp3"]}).cast_column("audio", Audio())
audio_dataset[0]
```
### Traceback
<details>
```python
RuntimeError ... | 2023-09-15T14:32:10Z | https://github.com/huggingface/datasets/issues/6239 | {
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https://api.github.com/repos/huggingface/datasets/issues/6238/comments | https://api.github.com/repos/huggingface/datasets/issues/6238/timeline | 2023-09-17T07:05:07Z | null | completed | I_kwDODunzps5w9pOU | closed | [] | null | 6,238 | {
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"gists_url": "https://ap... | `dataset.filter` ALWAYS removes the first item from the dataset when using batched=True | https://api.github.com/repos/huggingface/datasets/issues/6238/events | null | https://api.github.com/repos/huggingface/datasets/issues/6238/labels{/name} | 2023-09-13T20:20:37Z | null | false | null | null | 1,895,207,828 | [] | https://api.github.com/repos/huggingface/datasets/issues/6238 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition.
### Steps to reproduce the bug
Here's a minimal example:
```python
def filter_batch_always_true(batch, indices):
print("First index being passed into this filte... | 2023-09-17T07:05:07Z | https://github.com/huggingface/datasets/issues/6238 | {
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https://api.github.com/repos/huggingface/datasets/issues/6237/comments | https://api.github.com/repos/huggingface/datasets/issues/6237/timeline | 2023-09-19T21:54:58Z | null | completed | I_kwDODunzps5w4W9x | closed | [] | null | 6,237 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | I am trying to tokenize a few million documents with multiple workers but the tokenization process is taking forever.
Code snippet:
```
raw_datasets.map(
encode_function,
batched=False,
num_proc=args.preprocessing_num_workers,
load_from_cache_file=not args.ove... | 2023-09-19T21:54:58Z | https://github.com/huggingface/datasets/issues/6237 | {
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I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model.
Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset.
tf.data.Dataset support buffer shuffle by default.
shuffle(
buffer_size, seed=None, r... | 2023-09-18T01:11:21Z | https://github.com/huggingface/datasets/issues/6236 | {
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Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders
```
Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s]
Downloading data f... | 2023-09-12T21:51:08Z | https://github.com/huggingface/datasets/issues/6235 | {
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This has been fixed. | 2023-09-15T18:07:56Z | https://github.com/huggingface/datasets/pull/6232 | {
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```
---------------------------------------------------------------------------
NotImplementedError Traceback (most recent call last)
Cell In[14], line 11
9 for idx, example in enumerate(dataset['train']):
10 image_path = example['image']
---> 11 mask... | 2023-09-20T16:11:53Z | https://github.com/huggingface/datasets/issues/6229 | {
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> albumentations expects the image to be in BGR format, not RGB, so you’ll have to convert the image before applying the transform.
[Link to tutorial](https://github.c... | 2023-09-08T17:52:18Z | https://github.com/huggingface/datasets/issues/6225 | {
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https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59 | 2023-10-03T14:18:41Z | https://github.com/huggingface/datasets/pull/6222 | {
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I am not sure if supporting this is the best idea for the following reasons:
>For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be... | 2023-09-06T18:32:07Z | https://github.com/huggingface/datasets/issues/6221 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Fix
```python
from datasets import load_dataset_builder
b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default")
print(b.info)
```
which should return
```
DatasetInfo(
features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)},
dataset_name='pokemon-bli... | 2023-09-07T08:31:29Z | https://github.com/huggingface/datasets/pull/6218 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
`Dataset.to_dict` seems to ignore the decoding instruction passed in features.
### Steps to reproduce the bug
```python
import datasets
import numpy as np
from PIL import Image
img = np.random.randint(0, 256, (5, 5, 3), dtype=np.uint8)
img = Image.fromarray(img)
features = datasets.Fea... | 2023-09-08T17:08:52Z | https://github.com/huggingface/datasets/issues/6217 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Once root issue is fixed, remove temporary pin of fsspec < 2023.9.0 introduced by:
- #6210
Related to issue:
- #6209
After investigation, I think the root issue is related to the new glob behavior with double asterisk `**` they have introduced in:
- https://github.com/fsspec/filesystem_spec/pull/1329 | 2023-09-26T15:32:52Z | https://github.com/huggingface/datasets/issues/6214 | {
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