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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned.
(the same file can be loaded correctly if providing its absolute path instead)
I think that... | 2023-09-05T08:28:39Z | https://github.com/huggingface/datasets/issues/6212 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | If a split is empty, then the JSON split info should mention num_bytes = 0 and num_examples = 0.
Until now they were omited because the JSON dumps ignore the fields that are equal to the default values.
This is needed in datasets-server since we parse this information to the viewer | 2023-09-04T14:58:34Z | https://github.com/huggingface/datasets/pull/6211 | {
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Hot fix #6209. | 2023-09-04T07:40:23Z | https://github.com/huggingface/datasets/pull/6210 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Our CI is broken: 3 failed, 12 errors
See: https://github.com/huggingface/datasets/actions/runs/6069947111/job/16465138041
```
=========================== short test summary info ============================
FAILED tests/test_load.py::ModuleFactoryTest::test_LocalDatasetModuleFactoryWithoutScript_with_data_dir - ... | 2023-09-04T07:30:01Z | https://github.com/huggingface/datasets/issues/6209 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR is a hotfix of:
- #6207
That PR introduced the filtering out of `.zip` extensions. This PR reverts that.
Hot fix #6207.
Maybe we should do patch releases: the bug was introduced in 2.13.1.
CC: @lhoestq | 2023-09-04T09:22:19Z | https://github.com/huggingface/datasets/pull/6208 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | While investigating an issue on a Hub dataset, I have discovered the no-script datasets containing ZIP files do not load.
For example, that no-script dataset containing ZIP files, raises NonMatchingSplitsSizesError:
```python
In [2]: ds = load_dataset("sidovic/LearningQ-qg")
NonMatchingSplitsSizesError: [
{
... | 2023-09-04T09:13:33Z | https://github.com/huggingface/datasets/issues/6207 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When calling load_dataset, raise error
```
Traceback (most recent call last):
File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre
pare_split_single ... | 2023-09-04T06:05:50Z | https://github.com/huggingface/datasets/issues/6206 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Adding support for loading a file from a DVC repository, tracked remotely on a SCM.
### Motivation
DVC is a popular version control system to version and manage datasets. The files are stored on a remote object storage platform, but they are tracked using Git. Integration with DVC is possible thr... | 2023-09-15T15:11:27Z | https://github.com/huggingface/datasets/issues/6203 | {
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Whenever I `pip install datasets[jax]` it downgrades jax to version 0.3.25. I seem to be able to install this library first then upgrade jax back to version 0.4.13.
### Motivation
It would be nice to not overwrite currently installed version of jax if possible.
### Your contribution
I... | 2023-10-12T16:28:59Z | https://github.com/huggingface/datasets/issues/6202 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR fixes the root cause of the issue:
- #6197
This PR also removes the temporary pin of `pandas` introduced by:
- #6200
Note that for orient in ['records', 'values'], index value is ignored but
- in `pandas` < 2.1.0, a ValueError is raised if not index and orient not in ['split', 'table']
- for orien... | 2023-09-05T11:07:07Z | https://github.com/huggingface/datasets/pull/6201 | {
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Hot fix #6197. | 2023-08-31T10:33:24Z | https://github.com/huggingface/datasets/pull/6200 | {
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https://api.github.com/repos/huggingface/datasets/issues/6199/comments | https://api.github.com/repos/huggingface/datasets/issues/6199/timeline | null | null | null | I_kwDODunzps5vxMAB | open | [] | null | 6,199 | {
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"g... | Use load_dataset for local json files, but it not works | https://api.github.com/repos/huggingface/datasets/issues/6199/events | null | https://api.github.com/repos/huggingface/datasets/issues/6199/labels{/name} | 2023-08-31T09:42:34Z | null | false | null | null | 1,875,165,185 | [] | https://api.github.com/repos/huggingface/datasets/issues/6199 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
when I use load_dataset to load my local datasetsοΌit always goes to Hugging Face to download the data instead of loading the local dataset.
### Steps to reproduce the bug
`raw_datasets = load_dataset(
βjsonβ,
data_files=data_files)`
### Expected behavior
![image](https://gi... | 2023-08-31T19:05:07Z | https://github.com/huggingface/datasets/issues/6199 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | After investigation, I have found that this copy forces the splits to be sorted alphabetically: https://github.com/huggingface/datasets/blob/029227a116c14720afca71b9b22e78eb2a1c09a6/src/datasets/builder.py#L556
This PR removes the alphabetically sort of `DataFilesDict` keys.
- Note that for a `dict`, the order of k... | 2023-08-31T13:57:31Z | https://github.com/huggingface/datasets/pull/6198 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Saving a dataset `.to_json()` fails with a `ValueError` since the latest `pandas` [release](https://pandas.pydata.org/docs/dev/whatsnew/v2.1.0.html) (`2.1.0`)
In their latest release we have:
> Improved error handling when using [DataFrame.to_json()](https://pandas.pydata.org/docs/dev/refere... | 2023-09-01T10:35:10Z | https://github.com/huggingface/datasets/issues/6197 | {
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https://api.github.com/repos/huggingface/datasets/issues/6196/comments | https://api.github.com/repos/huggingface/datasets/issues/6196/timeline | 2023-08-31T13:48:43Z | null | completed | I_kwDODunzps5vw0_8 | closed | [
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | I have noticed that in some cases the split order is not preserved.
For example, consider a no-script dataset with configs:
```yaml
configs:
- config_name: default
data_files:
- split: train
path: train.csv
- split: test
path: test.csv
```
- Note the defined split order is [train, test]
On... | 2023-08-31T13:48:43Z | https://github.com/huggingface/datasets/issues/6196 | {
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https://api.github.com/repos/huggingface/datasets/issues/6195/comments | https://api.github.com/repos/huggingface/datasets/issues/6195/timeline | 2023-08-30T19:00:45Z | null | completed | I_kwDODunzps5vtfSB | closed | [] | null | 6,195 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I have run the official example of MLM like:
```bash
python run_mlm.py \
--model_name_or_path roberta-base \
--dataset_name togethercomputer/RedPajama-Data-1T \
--dataset_config_name arxiv \
--per_device_train_batch_size 10 \
--preprocessing_num_workers 20 ... | 2023-11-03T10:14:21Z | https://github.com/huggingface/datasets/issues/6195 | {
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"gist... | Support custom fingerprinting with `Dataset.from_generator` | https://api.github.com/repos/huggingface/datasets/issues/6194/events | null | https://api.github.com/repos/huggingface/datasets/issues/6194/labels{/name} | 2023-08-29T22:43:13Z | null | false | null | null | 1,872,598,223 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
When using `Dataset.from_generator`, the generator is hashed when building the fingerprint. Similar to `.map`, it would be interesting to let the user bypass this hashing by accepting a `fingerprint` argument to `.from_generator`.
### Motivation
Using the `.from_generator` constructor with ... | 2024-02-29T03:46:54Z | https://github.com/huggingface/datasets/issues/6194 | {
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https://api.github.com/repos/huggingface/datasets/issues/6193/comments | https://api.github.com/repos/huggingface/datasets/issues/6193/timeline | null | null | null | I_kwDODunzps5vmM3h | open | [] | null | 6,193 | {
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"following_url": "https://api.github.com/users/riteshkumarumassedu/following{/... | Dataset loading script method does not work with .pyc file | https://api.github.com/repos/huggingface/datasets/issues/6193/events | null | https://api.github.com/repos/huggingface/datasets/issues/6193/labels{/name} | 2023-08-29T19:35:06Z | null | false | null | null | 1,872,285,153 | [] | https://api.github.com/repos/huggingface/datasets/issues/6193 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The huggingface dataset library specifically looks for β.pyβ file while loading the dataset using loading script approach and it does not work with β.pycβ file.
While deploying in production, it becomes an issue when we are restricted to use only .pyc files. Is there any work around for this ?
#... | 2023-08-31T19:47:29Z | https://github.com/huggingface/datasets/issues/6193 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix https://github.com/huggingface/datasets/issues/6141
Colab installs 2023.6.0, so we should be good π
| 2023-08-30T14:01:56Z | https://github.com/huggingface/datasets/pull/6192 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
I'm working on a dataset which comprises other datasets on the hub.
URL: https://huggingface.co/datasets/open-asr-leaderboard/datasets-test-only
Note: Some of the sub-datasets in this metadataset require explicit access.
All the other datasets work fine, except, `common_voice`.
### Steps t... | 2023-08-29T13:01:10Z | https://github.com/huggingface/datasets/issues/6190 | {
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"gist... | [Feature Request] Check the length of batch before writing so that empty batch is allowed | https://api.github.com/repos/huggingface/datasets/issues/6188/events | null | https://api.github.com/repos/huggingface/datasets/issues/6188/labels{/name} | 2023-08-29T06:37:34Z | null | false | null | null | 1,870,987,640 | [] | https://api.github.com/repos/huggingface/datasets/issues/6188 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Use Case
I use `dataset.map(process_fn, batched=True)` to process the dataset, with data **augmentations or filtering**. However, when all examples within a batch is filtered out, i.e. **an empty batch is returned**, the following error will be thrown:
```
ValueError: Schema and number of arrays unequal
`... | 2023-09-19T21:55:38Z | https://github.com/huggingface/datasets/issues/6188 | {
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"gists_url"... | Couldn't find a dataset script at /content/tsv/tsv.py or any data file in the same directory | https://api.github.com/repos/huggingface/datasets/issues/6187/events | null | https://api.github.com/repos/huggingface/datasets/issues/6187/labels{/name} | 2023-08-29T05:49:56Z | null | false | null | null | 1,870,936,143 | [] | https://api.github.com/repos/huggingface/datasets/issues/6187 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
```
---------------------------------------------------------------------------
FileNotFoundError Traceback (most recent call last)
[<ipython-input-48-6a7b3e847019>](https://localhost:8080/#) in <cell line: 7>()
5 }
6
----> 7 csv_datasets_reloaded = load_... | 2023-08-29T16:21:45Z | https://github.com/huggingface/datasets/issues/6187 | {
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https://api.github.com/repos/huggingface/datasets/issues/6186/comments | https://api.github.com/repos/huggingface/datasets/issues/6186/timeline | 2023-11-22T15:42:20Z | null | completed | I_kwDODunzps5vbUKh | closed | [] | null | 6,186 | {
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"gists_url"... | Feature request: add code example of multi-GPU processing | https://api.github.com/repos/huggingface/datasets/issues/6186/events | null | https://api.github.com/repos/huggingface/datasets/issues/6186/labels{/name} | 2023-08-28T10:00:59Z | null | false | null | null | 1,869,431,457 | [
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Feature request
Would be great to add a code example of how to do multi-GPU processing with π€ Datasets in the documentation. cc @stevhliu
Currently the docs has a small [section](https://huggingface.co/docs/datasets/v2.3.2/en/process#map) on this saying "your big GPU call goes here", however it didn't work f... | 2024-02-22T08:51:08Z | https://github.com/huggingface/datasets/issues/6186 | {
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"gists_url"... | Error in saving the PIL image into *.arrow files using datasets.arrow_writer | https://api.github.com/repos/huggingface/datasets/issues/6185/events | null | https://api.github.com/repos/huggingface/datasets/issues/6185/labels{/name} | 2023-08-26T12:15:57Z | null | false | null | null | 1,868,077,748 | [] | https://api.github.com/repos/huggingface/datasets/issues/6185 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am using the ArrowWriter from datasets.arrow_writer to save a json-style file as arrow files. Within the dictionary, it contains a feature called "image" which is a list of PIL.Image objects.
I am saving the json using the following script:
```
def save_to_arrow(path,temp):
with ArrowWri... | 2023-08-29T14:49:58Z | https://github.com/huggingface/datasets/issues/6185 | {
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https://api.github.com/repos/huggingface/datasets/issues/6184/comments | https://api.github.com/repos/huggingface/datasets/issues/6184/timeline | 2023-08-29T20:56:49Z | null | completed | I_kwDODunzps5vU9l_ | closed | [] | null | 6,184 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ```python
# dataset.py
import os
import datasets
if not os.path.exists('/tmp/test.json'):
with open('/tmp/test.json', 'w') as file:
file.write('[{"text": "hello"}]')
def transform(example):
text = example['text']
# text += ' world'
return {'text': text}
data = datasets.load_dataset('json', ... | 2023-08-29T20:57:07Z | https://github.com/huggingface/datasets/issues/6184 | {
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https://api.github.com/repos/huggingface/datasets/issues/6183/comments | https://api.github.com/repos/huggingface/datasets/issues/6183/timeline | 2023-08-29T13:26:22Z | null | completed | I_kwDODunzps5vU4As | closed | [] | null | 6,183 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When load a dataset from datasets and pass a wrong path to json with the data, error message does not contain something abount "wrong path" or "file do not exist" -
```SchemaInferenceError: Please pass `features` or at least one example when writing data```
### Steps to reproduce the bug
... | 2023-08-29T13:26:22Z | https://github.com/huggingface/datasets/issues/6183 | {
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https://api.github.com/repos/huggingface/datasets/issues/6182/comments | https://api.github.com/repos/huggingface/datasets/issues/6182/timeline | 2023-08-31T14:38:23Z | null | completed | I_kwDODunzps5vS0I7 | closed | [] | null | 6,182 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14```
### Steps to reproduce the bug
```
from evaluate import load
meteor = load("meteor")
```
produces the following error:
```
from d... | 2023-09-04T16:41:11Z | https://github.com/huggingface/datasets/issues/6182 | {
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https://api.github.com/repos/huggingface/datasets/issues/6181/comments | https://api.github.com/repos/huggingface/datasets/issues/6181/timeline | 2023-08-25T16:02:24Z | null | null | PR_kwDODunzps5Yy2VO | closed | [] | false | 6,181 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168) | 2023-08-25T16:12:46Z | https://github.com/huggingface/datasets/pull/6181 | {
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"gists_url"... | Use `hf-internal-testing` repos for hosting test dataset repos | https://api.github.com/repos/huggingface/datasets/issues/6180/events | null | https://api.github.com/repos/huggingface/datasets/issues/6180/labels{/name} | 2023-08-25T13:10:26Z | null | false | null | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos. | 2023-08-25T16:58:02Z | https://github.com/huggingface/datasets/pull/6180 | {
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https://api.github.com/repos/huggingface/datasets/issues/6179/comments | https://api.github.com/repos/huggingface/datasets/issues/6179/timeline | null | null | null | I_kwDODunzps5vSEv4 | open | [] | null | 6,179 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | Similar issue to https://github.com/huggingface/datasets/issues/5985, but across different sessions rather than two calls in the same session.
Unlike that issue, explicitly calling tokenizer(my_args) before the map() doesn't help, because the tokenizer was created with a different hash to begin with...
setup
```... | 2023-08-31T15:17:24Z | https://github.com/huggingface/datasets/issues/6179 | {
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https://api.github.com/repos/huggingface/datasets/issues/6178/comments | https://api.github.com/repos/huggingface/datasets/issues/6178/timeline | 2023-09-27T17:33:39Z | null | completed | I_kwDODunzps5vQjW2 | closed | [] | null | 6,178 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
I have been trying to import the datasets library but I keep gtting this error.
`Traceback (most recent call last):
File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
... | 2023-09-27T17:33:39Z | https://github.com/huggingface/datasets/issues/6178 | {
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https://api.github.com/repos/huggingface/datasets/issues/6177/comments | https://api.github.com/repos/huggingface/datasets/issues/6177/timeline | 2023-08-25T16:21:17Z | null | null | PR_kwDODunzps5Ytky- | closed | [] | false | 6,177 | {
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Huggingface datasets use memory-mapped file to map large datasets in memory for fast access.
However, it seems like huggingface will occupy all the memory for memory-mapped files, which makes a troublesome situation since we cluster will distribute a small portion of memory to me (once it's over ... | 2023-10-11T06:00:10Z | https://github.com/huggingface/datasets/issues/6176 | {
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* bumps the PyArrow version check in the `cast_array_to_feature` to avoid the offset bug (still not fixed)
* aligns the Pandas formatting tests with the Numpy ones (the current test fails due to https://github.com/apache/arrow/pull/35656, which requires `.to_pandas(coerce_temporal_nanoseconds=True)` to always ... | 2023-08-25T13:15:59Z | https://github.com/huggingface/datasets/pull/6175 | {
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```
FAILED tests/test_formatting.py::ArrowExtractorTest::test_pandas_extractor - AssertionError: Attributes of Series are different
Attribute "dtype" are different
[left]: datetime64[us, UTC]
[right]: datetime64[ns, UTC]
```
```
FAILED tests/test_table.py::test_cast_sliced_fi... | 2023-08-25T13:06:53Z | https://github.com/huggingface/datasets/issues/6173 | {
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Streaming datasets, as intended, do not load the entire dataset in memory or disk. However, while querying the next data chunk from the remote, sometimes it is possible that the service is down or there might be other issues that may cause the query to fail. In such a scenario, it would be nice to ... | 2023-11-06T13:54:16Z | https://github.com/huggingface/datasets/issues/6172 | {
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I added this here https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/js... | 2023-08-29T12:41:05Z | https://github.com/huggingface/datasets/pull/6170 | {
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Hello! I'm trying to follow the docs here in order to create structure in my dataset as added from here (#5331): https://github.com/huggingface/datasets/blob/8b8e6ee067eb74e7965ca2a6768f15f9398cb7c8/docs/source/repository_structure.mdx#L110-L118
I have t... | 2023-08-23T15:35:31Z | https://github.com/huggingface/datasets/issues/6169 | {
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Fix #6112 | 2023-12-12T15:06:59Z | https://github.com/huggingface/datasets/pull/6168 | {
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This causes some methods of Iterable Datasets to break when using a dataloader with more than 0 workers.
I fixed the issue by replacing lambda and local methods which are not pickle-abl... | 2023-08-29T13:27:14Z | https://github.com/huggingface/datasets/pull/6165 | {
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```
File "app.py", line 123, in add_new_eval
eval_results[level].push_to_hub(my_repo, token=TOKEN, split=SPLIT)
File "blabla_my_env_path/lib/python3.10/site-packages/datasets/arro... | 2023-08-21T16:27:05Z | https://github.com/huggingface/datasets/pull/6164 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am getting the following error while I am trying to upload the CSV sheet to train a model. My CSV sheet content is exactly same as shown in the example CSV file in the Auto Train page. Attaching screenshot of error for reference. I have also tried converting the index of the answer that are inte... | 2023-08-21T13:28:16Z | https://github.com/huggingface/datasets/issues/6163 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When loading some jsonl from redpajama-data-1T github source [togethercomputer/RedPajama-Data-1T](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) fails due to one row of the file containing an extra field called **symlink_target: string>**.
When deleting that line the loading... | 2023-08-18T17:00:35Z | https://github.com/huggingface/datasets/issues/6162 | {
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When I was in load_dataset, it said "DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'". The second time I ran it, there was no error and the dataset object worked
```python
---------------------------------------------------------------------------
TypeErr... | 2023-09-27T17:36:14Z | https://github.com/huggingface/datasets/issues/6157 | {
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Currently, distributed training with `IterableDataset` needs to pass fixed seed to shuffle to keep each node use the same seed to avoid overlapping.
https://github.com/huggingface/datasets/blob/a7f8d9019e7cb104eac4106bdc6ec0292f0dc61a/src/datasets/iterable_dataset.py#L1174-L1177
My question ... | 2023-08-17T14:33:15Z | https://github.com/huggingface/datasets/issues/6156 | {
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fix https://github.com/huggingface/datasets/issues/6140 | 2023-08-17T20:46:25Z | https://github.com/huggingface/datasets/pull/6154 | {
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FolderBase Dataset automatically resolves under current directory when data_dir is not specified.
For example:
```
load_dataset("audiofolder")
```
takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:... | 2024-01-22T15:04:51Z | https://github.com/huggingface/datasets/issues/6152 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
A faster way to sort a dataset which contains a large number of rows.
### Motivation
The current sorting implementations took significantly longer than expected when I was running on a dataset trying to sort by timestamps.
**Code snippet:**
```python
ds = datasets.load_dataset( "json"... | 2023-08-21T14:38:26Z | https://github.com/huggingface/datasets/issues/6151 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
I want to do:
```
dataset.take(512)
```
but it only works with streaming = True
### Motivation
uniform interface to data sets. Really surprising the above only works with streaming = True.
### Your contribution
Should be trivial to copy paste the IterableDataset .take to use the local pa... | 2023-08-17T13:49:37Z | https://github.com/huggingface/datasets/issues/6150 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
When using `Dataset.from_parquet(path_or_paths, columns=[...])` and a subset of columns, loading fails with a variant of the following
```
ValueError: Couldn't cast
a: int64
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 273
to
{'a': V... | 2023-08-17T22:36:05Z | https://github.com/huggingface/datasets/issues/6149 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | This warning message was shown every time you pass num_proc to `load_dataset` because of `map_nested`
```
parallel_map is experimental and might be subject to breaking changes in the future
```
This PR removes it for `map_nested`. If someone uses another parallel backend they're already warned when `parallel_ba... | 2023-08-17T08:54:06Z | https://github.com/huggingface/datasets/pull/6148 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When running the BeamBasedBuilder with a GCS path specified in the cache_dir, the following ValueError occurs:
```
ValueError: Unable to get filesystem from specified path, please use the correct path or ensure the required dependency is installed, e.g., pip install apache-beam[gcp]. Path spec... | 2023-08-14T03:19:43Z | https://github.com/huggingface/datasets/issues/6147 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Package version: datasets-2.14.4
When I run the codes:
```
from datasets import load_dataset
dataset = load_dataset("glue", "ax")
```
I got the following errors:
---------------------------------------------------------------------------
SchemaInferenceError ... | 2023-08-26T22:09:09Z | https://github.com/huggingface/datasets/issues/6146 | {
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https://api.github.com/repos/huggingface/datasets/issues/6153/comments | https://api.github.com/repos/huggingface/datasets/issues/6153/timeline | 2023-10-08T17:04:16Z | null | completed | I_kwDODunzps5ubOQ6 | closed | [] | null | 6,153 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### System Info
kaggle notebook
i transformed dataset:
```
dataset = load_dataset("Dahoas/first-instruct-human-assistant-prompt")
```
to
formatted_dataset:
```
Dataset({
features: ['message_tree_id', 'message_tree_text'],
num_rows: 33143
})
```
but would like to know how to upload to hub
### ... | 2023-11-21T11:50:28Z | https://github.com/huggingface/datasets/issues/6153 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix the export of a missing method of `Dataset` | 2023-08-15T17:04:01Z | https://github.com/huggingface/datasets/pull/6145 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
can't use or download the nih exporter pile data.
```
15 experiment_compute_diveristy_coeff_single_dataset_then_combined_datasets_with_domain_weights()
16 File "/lfs/ampere1/0/brando9/beyond-scale-language-data-diversity/src/diversity/div_coeff.py", line 474, in experiment_compute_diveri... | 2023-08-14T23:28:38Z | https://github.com/huggingface/datasets/issues/6144 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm getting an error generating the-stack-dedup with datasets 2.13.1, and with 2.14.4 nothing happens.
### Steps to reproduce the bug
My code:
```
import os
import datasets as ds
MY_CACHE_DIR = "/home/ubuntu/the-stack-dedup-local"
MY_TOKEN="my-token"
the_stack_ds = ds.load_dataset("... | 2023-08-17T09:26:13Z | https://github.com/huggingface/datasets/issues/6142 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hello, when I ran the [code snippet](https://huggingface.co/docs/datasets/v2.14.4/en/loading#json) on the document, I encountered the following problem:
```
Python 3.10.9 (main, Mar 1 2023, 18:23:06) [GCC 11.2.0] on linux
Type "help", "copyright", "credits" or "license" for more informatio... | 2023-08-30T13:51:33Z | https://github.com/huggingface/datasets/issues/6141 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | There is a misalignment between the format of the `data_files` specified in the configs metadata YAML (CSV):
```yaml
configs:
- config_name: default
data_files:
- split: train
path: data.csv
```
and the inferred builder (JSON). Note there are multiple JSON files in the repo, but they do not... | 2023-08-17T20:37:20Z | https://github.com/huggingface/datasets/issues/6140 | {
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The dataset viewer feature is very nice. It enables to the user to easily view the dataset. However, when working for private companies we cannot always upload the dataset to the hub. Is there a way to create dataset viewer offline? I.e. to run a code that will open some kind of html or something t... | 2024-02-13T12:22:55Z | https://github.com/huggingface/datasets/issues/6139 | {
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The lint rule violation was introduced in this PR:
- #3182
@lhoestq is there a reason you did not use `isinstance` instead?
As a hotfix, we just ignore the violation of the lint rule.
Fix #6136. | 2023-08-10T11:31:45Z | https://github.com/huggingface/datasets/pull/6138 | {
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related issue: https://github.com/apache/arrow/issues/37057#issue-1841013613
---
Hello. I'm trying to interact with HDFS storage from a driver and workers of pyspark YARN cluster. Precisely I'm using **huggingface's `datasets`** ([link](https://github.com/huggingface/datasets)) library tha... | 2023-08-10T11:03:08Z | https://github.com/huggingface/datasets/issues/6137 | {
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```
src/datasets/utils/py_utils.py:689:12: E721 Do not compare types, use `isinstance()`
``` | 2023-08-10T11:22:58Z | https://github.com/huggingface/datasets/issues/6136 | {
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If one installs `apache-beam` alongside `datasets` (which is required for the [wikipedia](https://huggingface.co/datasets/wikipedia#dataset-summary) dataset) in certain environments (such as a Google Colab notebook), they appear to install successfully, however, actually trying to do something s... | 2023-09-01T03:19:49Z | https://github.com/huggingface/datasets/issues/6134 | {
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Can anyone explain why looping over a dataset becomes slower after calling `to_iterable_dataset` to convert to `IterableDataset`
### Steps to reproduce the bug
Any dataset after converting to `IterableDataset`
### Expected behavior
Maybe it should be faster on big dataset? I only test on small... | 2023-08-16T09:18:54Z | https://github.com/huggingface/datasets/issues/6133 | {
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to_iterable_dataset is missing in document
### Steps to reproduce the bug
to_iterable_dataset is missing in document
### Expected behavior
document enhancement
### Environment info
unrelated | 2023-08-16T04:43:36Z | https://github.com/huggingface/datasets/issues/6132 | {
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https://github.com/huggingface/datasets/blob/12cfc1196e62847e2e8239fbd727a02cbc86ddec/src/datasets/builder.py#L518-L522
If `config_name` is `None`, `DEFAULT_CONFIG_NAME` should be select. But once users pass `config_kwargs` to their customized `BuilderConfig`, the logic is ignored, and dataset ... | 2023-11-22T11:50:49Z | https://github.com/huggingface/datasets/issues/6130 | {
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This bug generates when I use torch.compile(model) in my code, which seems to raise an error in datasets lib.
### Steps to reproduce the bug
I use the following code to fine-tune Falcon on my private dataset.
```python
import transformers
from transformers import (
AutoModelForCausalLM... | 2023-12-26T07:51:57Z | https://github.com/huggingface/datasets/issues/6128 | {
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- Fix authentication when passing `token`.
- Fix authentication in `Audio.decode_example` and `Image.decode_example`.
- Fix authentication to resolve `data_files` in repositories without script.
This PR also fixes our CI so that we properly test when passing `token` and we d... | 2023-08-08T15:24:59Z | https://github.com/huggingface/datasets/pull/6127 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### Describe the bug
Since the release of `datasets` 2.14, private/gated datasets do not load when passing `token`: they raise `EmptyDatasetError`.
This is a non-planned backward incompatible breaking change.
Note that private datasets do load if instead `download_config` is passed:
```python
from datasets i... | 2023-08-08T15:16:23Z | https://github.com/huggingface/datasets/issues/6126 | {
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https://api.github.com/repos/huggingface/datasets/issues/6125/comments | https://api.github.com/repos/huggingface/datasets/issues/6125/timeline | 2023-08-18T12:28:42Z | null | completed | I_kwDODunzps5tjV06 | closed | [] | null | 6,125 | {
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"gists_url"... | Reinforcement Learning and Robotics are not task categories in HF datasets metadata | https://api.github.com/repos/huggingface/datasets/issues/6125/events | null | https://api.github.com/repos/huggingface/datasets/issues/6125/labels{/name} | 2023-08-05T23:59:42Z | null | false | null | null | 1,837,980,986 | [] | https://api.github.com/repos/huggingface/datasets/issues/6125 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
In https://huggingface.co/models there are task categories for RL and robotics but none in https://huggingface.co/datasets
Our lab is currently moving our datasets over to hugging face and would like to be able to add those 2 tags
Moreover we see some older datasets that do have that tag, bu... | 2023-08-18T12:28:42Z | https://github.com/huggingface/datasets/issues/6125 | {
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https://api.github.com/repos/huggingface/datasets/issues/6124/comments | https://api.github.com/repos/huggingface/datasets/issues/6124/timeline | 2023-11-30T16:28:57Z | null | completed | I_kwDODunzps5ti6RQ | closed | [] | null | 6,124 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi all,
I have been running into a pretty persistent issue recently when trying to load datasets.
```python
train_dataset = load_dataset(
'llama-2-7b-tokenized',
split = 'train'
)
```
I receive a KeyError which crashes the runs.
```
Traceback (most recent call... | 2023-11-30T16:28:57Z | https://github.com/huggingface/datasets/issues/6124 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I would like to bring to your attention an issue related to the accuracy of bounding boxes within the "wildreceipt" dataset, which is made available through the Hugging Face API. Specifically, I have identified a discrepancy between the bounding boxes generated by the dataset loading commands, n... | 2023-08-17T14:25:27Z | https://github.com/huggingface/datasets/issues/6123 | {
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https://api.github.com/repos/huggingface/datasets/issues/6122/comments | https://api.github.com/repos/huggingface/datasets/issues/6122/timeline | 2023-08-21T18:18:54Z | null | not_planned | I_kwDODunzps5tg4Sp | closed | [] | null | 6,122 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
`push_to_hub` now allows users to upload datasets programmatically. However, based on the latest doc, we still need to open the dataset page to add readme file manually.
However, I do discover snippets to intialize a README for every `push_to_hub`:
```
dataset_card = (
DatasetCard(
... | 2023-08-21T18:18:54Z | https://github.com/huggingface/datasets/issues/6122 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
From what I understand, streaming dataset currently pulls the data, and process the data as it is requested.
This can introduce significant latency delays when data is loaded into the training process, needing to wait for each segment.
While the delays might be dataset specific (or even mappi... | 2023-08-17T17:48:42Z | https://github.com/huggingface/datasets/issues/6120 | {
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https://api.github.com/repos/huggingface/datasets/issues/6119/comments | https://api.github.com/repos/huggingface/datasets/issues/6119/timeline | 2023-08-16T10:02:52Z | null | null | PR_kwDODunzps5XKI19 | closed | [] | false | 6,119 | {
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https://api.github.com/repos/huggingface/datasets/issues/6118/comments | https://api.github.com/repos/huggingface/datasets/issues/6118/timeline | null | null | null | I_kwDODunzps5tbjpB | open | [] | null | 6,118 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
**Description**
Providing a generator in an instantiation of IterableDataset.from_generator() fails with `TypeError: cannot pickle 'generator' object` when the generator argument is supplied with a generator.
**Code example**
```
def line_generator(files: List[Path]):
if isinstance(f... | 2023-12-04T09:28:50Z | https://github.com/huggingface/datasets/issues/6118 | {
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The [how to process dataset guide](https://huggingface.co/docs/datasets/main/en/process) currently does not mention the [`select_columns`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.select_columns) function. It would be nice to include it in the gui... | 2023-08-16T10:02:53Z | https://github.com/huggingface/datasets/issues/6116 | {
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https://api.github.com/repos/huggingface/datasets/issues/6114/comments | https://api.github.com/repos/huggingface/datasets/issues/6114/timeline | 2023-08-18T23:59:00Z | null | completed | I_kwDODunzps5tUNtg | closed | [] | null | 6,114 | {
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"gists_url": "htt... | Cache not being used when loading commonvoice 8.0.0 | https://api.github.com/repos/huggingface/datasets/issues/6114/events | null | https://api.github.com/repos/huggingface/datasets/issues/6114/labels{/name} | 2023-08-02T23:18:11Z | null | false | null | null | 1,834,015,584 | [] | https://api.github.com/repos/huggingface/datasets/issues/6114 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I have commonvoice 8.0.0 downloaded in `~/.cache/huggingface/datasets/mozilla-foundation___common_voice_8_0/en/8.0.0/b2f8b72f8f30b2e98c41ccf855954d9e35a5fa498c43332df198534ff9797a4a`. The folder contains all the arrow files etc, and was used as the cached version last time I touched the ec2 ins... | 2023-08-18T23:59:00Z | https://github.com/huggingface/datasets/issues/6114 | {
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https://api.github.com/repos/huggingface/datasets/issues/6113/comments | https://api.github.com/repos/huggingface/datasets/issues/6113/timeline | 2023-08-21T18:18:27Z | null | completed | I_kwDODunzps5tTmRO | closed | [] | null | 6,113 | {
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"gists_url": "https://... | load_dataset() fails with streamlit caching inside docker | https://api.github.com/repos/huggingface/datasets/issues/6113/events | null | https://api.github.com/repos/huggingface/datasets/issues/6113/labels{/name} | 2023-08-02T20:20:26Z | null | false | null | null | 1,833,854,030 | [] | https://api.github.com/repos/huggingface/datasets/issues/6113 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When calling `load_dataset` in a streamlit application running within a docker container, get a failure with the error message:
EmptyDatasetError: The directory at hf://datasets/fetch-rewards/inc-rings-2000@bea27cf60842b3641eae418f38864a2ec4cde684 doesn't contain any data files
Traceback:
Fil... | 2023-08-21T18:18:27Z | https://github.com/huggingface/datasets/issues/6113 | {
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https://api.github.com/repos/huggingface/datasets/issues/6112/comments | https://api.github.com/repos/huggingface/datasets/issues/6112/timeline | 2023-12-12T15:00:44Z | null | completed | I_kwDODunzps5tS_Bz | closed | [
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"gists_url": "http... | yaml error using push_to_hub with generated README.md | https://api.github.com/repos/huggingface/datasets/issues/6112/events | null | https://api.github.com/repos/huggingface/datasets/issues/6112/labels{/name} | 2023-08-02T18:21:21Z | null | false | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When I construct a dataset with the following features:
```
features = Features(
{
"pixel_values": Array3D(dtype="float64", shape=(3, 224, 224)),
"input_ids": Sequence(feature=Value(dtype="int64")),
"attention_mask": Sequence(Value(dtype="int64")),
"token... | 2023-12-12T15:00:44Z | https://github.com/huggingface/datasets/issues/6112 | {
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https://api.github.com/repos/huggingface/datasets/issues/6111/comments | https://api.github.com/repos/huggingface/datasets/issues/6111/timeline | 2023-08-29T02:00:28Z | null | completed | I_kwDODunzps5tPgdW | closed | [] | null | 6,111 | {
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"gists_url": "https:... | raise FileNotFoundError("Directory {dataset_path} is neither a `Dataset` directory nor a `DatasetDict` directory." ) | https://api.github.com/repos/huggingface/datasets/issues/6111/events | null | https://api.github.com/repos/huggingface/datasets/issues/6111/labels{/name} | 2023-08-02T09:17:29Z | null | false | null | null | 1,832,781,654 | [] | https://api.github.com/repos/huggingface/datasets/issues/6111 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
For researchers in some countries or regions, it is usually the case that the download ability of `load_dataset` is disabled due to the complex network environment. People in these regions often prefer to use git clone or other programming tricks to manually download the files to the disk (for exa... | 2023-08-29T02:00:28Z | https://github.com/huggingface/datasets/issues/6111 | {
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https://api.github.com/repos/huggingface/datasets/issues/6110/comments | https://api.github.com/repos/huggingface/datasets/issues/6110/timeline | 2023-08-17T14:03:00Z | null | completed | I_kwDODunzps5tJIfp | closed | [] | null | 6,110 | {
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"gists_url": "htt... | [BUG] Dataset initialized from in-memory data does not create cache. | https://api.github.com/repos/huggingface/datasets/issues/6110/events | null | https://api.github.com/repos/huggingface/datasets/issues/6110/labels{/name} | 2023-08-01T11:58:58Z | null | false | null | null | 1,831,110,633 | [] | https://api.github.com/repos/huggingface/datasets/issues/6110 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
`Dataset` initialized from in-memory data (dictionary in my case, haven't tested with other types) does not create cache when processed with the `map` method, unlike `Dataset` initialized by other methods such as `load_dataset`.
### Steps to reproduce the bug
```python
# below code was ru... | 2023-08-17T14:03:01Z | https://github.com/huggingface/datasets/issues/6110 | {
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https://api.github.com/repos/huggingface/datasets/issues/6109/comments | https://api.github.com/repos/huggingface/datasets/issues/6109/timeline | 2023-08-02T07:12:07Z | null | not_planned | I_kwDODunzps5tHxYB | closed | [
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"gists_url": "htt... | Problems in downloading Amazon reviews from HF | https://api.github.com/repos/huggingface/datasets/issues/6109/events | null | https://api.github.com/repos/huggingface/datasets/issues/6109/labels{/name} | 2023-08-01T08:38:29Z | null | false | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I have a script downloading `amazon_reviews_multi`.
When the download starts, I get
```
Downloading data files: 0%| | 0/1 [00:00<?, ?it/s]
Downloading data: 243B [00:00, 1.43MB/s]
Downloading data files: 100%|ββββββββββ| 1/1 [00:01<00:00, 1.54s/it]
Extracting data files: 100%... | 2023-08-02T07:12:07Z | https://github.com/huggingface/datasets/issues/6109 | {
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