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https://api.github.com/repos/huggingface/datasets/issues/5136 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5136/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5136/comments | https://api.github.com/repos/huggingface/datasets/issues/5136/events | https://github.com/huggingface/datasets/pull/5136 | 1,414,492,139 | PR_kwDODunzps5BFWMG | 5,136 | Update docs once dataset scripts transferred to the Hub | {
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"merged_at": "2022-10-20T08:10... | Todo:
- [x] Update docs:
- [x] Datasets on GitHub (legacy)
- [x] Load: offline
- [x] About dataset load:
- [x] Maintaining integrity
- [x] Security
- [x] Update docstrings:
- [x] Inspect:
- [x] get_dataset_config_info
- [x] get_dataset_split_names
- [x] Load:
- [x] dataset_modu... | {
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As discussed in:
- https://github.com/huggingface/hub-docs/pull/423#pullrequestreview-1146083701
we should update our docs once dataset scripts have been transferred to the Hub (and removed from GitHub):
- #4974
Concretely:
- [x] Datasets on GitHub (legacy): https://huggingface.co/docs/dat... | {
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> This exception is raised when a system function returns a system-related error, including I/O failures such as “file not found” or “disk full” (not for illegal argument types or other incidental errors).
Hence, it makes... | {
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} | null | null | null | ## Describe the bug
I'm doing a torch.mean() operation in data preprocessing, and it's not working.
## Steps to reproduce the bug
```
from transformers import pipeline
import torch
import numpy as np
from datasets import load_dataset
device = 'cuda:0'
raw_dataset = load_dataset("glue", "sst2")
feature_extra... | {
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When invoke `cast` or `class_encode_column` to a colunm renamed by `rename_column` , it will convert all the variables in this column into one variable. I also run this script in version 2.5.2, this bug does not appear. So I switched to the older version.
## Steps to reproduce the bug
```python... | {
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} | I added a first draft of the `IterableDataset.to_wds` method.
You can use it to savea dataset loaded in streamign mode as a webdataset locally.
The API can be further improved to allow to export to a cloud storage like the HF Hub.
I also included sharding with a default max shard size of 500MB (uncompressed), an... | {
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Hi. I am using this dataloader, which is for processing large datasets in streaming mode mentioned in one of examples of huggingface. I am using it to read c4: https://github.com/huggingface/transformers/blob/b48ac1a094e572d6076b46a9e4ed3e0ebe978afc/examples/research_projects/codeparrot/scripts/cod... | null | {
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} | Fixes: #5105
I think removing the directory with warning is a better solution for this issue. Because if we decide to keep existing files in directory, then we should deal with the case providing same directory for several datasets! Which we know is not possible since `dataset_info.json` exists in that directory. | {
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For more information, please checkout this Stack Overflow thread:
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I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`.
On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1... | {
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Progress bars after transformative operations turn in red and never be completed to 100%
## Steps to reproduce the bug
```python
from datasets import load_dataset
load_dataset('rotten_tomatoes', split='test').filter(lambda o: True)
```
## Expected results
Progress bar should be 100% an... | {
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PS: also removes the "add_dataset" PR template, as we no longer accept such PRs. | {
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Therefore batched `map` couldn't always use batches of the right size, e.g. this fails because it runs only on o... | {
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The function load_from_disk fails when using a remote filesystem because of a wrong temporary path generation in the load_from_disk method of arrow_dataset.py:
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if is_remote_filesystem(fs):
src_dataset_path = extract_path_from_uri(dataset_path)
dataset_path = Dataset._build... | null | {
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} | null | null | null | ## Describe the bug
As reported by @PartiallyTyped (and by @Muennighoff):
- https://github.com/huggingface/datasets/issues/5111#issuecomment-1278652524
There is an issue with the indices of a filtered dataset.
## Steps to reproduce the bug
```python
ds = Dataset.from_dict({"num": [0, 1, 2, 3]})
ds = ds.filte... | {
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When mapping is used on a dataset with more than one process, there is a weird behavior when trying to use `filter` , it's like only the samples from one worker are retrieved, one needs to specify the same `num_proc` in filter for it to work properly. This doesn't happen with `datasets` version 2.5... | {
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The cache loading is not working as expected for some class methods with a model stored in an attribute.
The new fingerprint for `_map_single` is not the same at each run. The hasher generate a different hash for the class method.
This comes from `dumps` function in `datasets.utils.py_utils` whic... | {
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https://api.github.com/repos/huggingface/datasets/issues/5106 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5106/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5106/comments | https://api.github.com/repos/huggingface/datasets/issues/5106/events | https://github.com/huggingface/datasets/pull/5106 | 1,406,635,758 | PR_kwDODunzps5ArM6G | 5,106 | Fix task template reload from dict | {
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I fixed this by always including the task name which is needed to reload a task from a dict | {
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https://api.github.com/repos/huggingface/datasets/issues/5105 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5105/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5105/comments | https://api.github.com/repos/huggingface/datasets/issues/5105/events | https://github.com/huggingface/datasets/issues/5105 | 1,406,078,357 | I_kwDODunzps5Tzw2V | 5,105 | Specifying an exisiting folder in download_and_prepare deletes everything in it | {
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The builder correctly creates the `output_dir` folder if it doesn't exist, but if the folder exists everything within it is deleted. Specifying `"."` as the `output_dir` deletes everything in your current dir but also leads to **another bug** whose traceback is the following:
```
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https://api.github.com/repos/huggingface/datasets/issues/5104 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5104/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5104/comments | https://api.github.com/repos/huggingface/datasets/issues/5104/events | https://github.com/huggingface/datasets/pull/5104 | 1,405,973,102 | PR_kwDODunzps5Ao9Mq | 5,104 | Fix loading how to guide (#5102) | {
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https://api.github.com/repos/huggingface/datasets/issues/5103 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5103/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5103/comments | https://api.github.com/repos/huggingface/datasets/issues/5103/events | https://github.com/huggingface/datasets/pull/5103 | 1,405,956,311 | PR_kwDODunzps5Ao5gI | 5,103 | url encode hub url (#5099) | {
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In HOW-TO-GUIDES > Load > [Python generator](https://huggingface.co/docs/datasets/v2.5.2/en/loading#python-generator), the code example defines the `my_gen` function, but when creating the dataset, an undefined `my_dict` is passed in.
```Python
>>> from datasets import Dataset
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https://api.github.com/repos/huggingface/datasets/issues/5101 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5101/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5101/comments | https://api.github.com/repos/huggingface/datasets/issues/5101/events | https://github.com/huggingface/datasets/pull/5101 | 1,404,513,085 | PR_kwDODunzps5AkHJc | 5,101 | Free the "hf" filesystem protocol for `hffs` | {
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https://api.github.com/repos/huggingface/datasets/issues/5100 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5100/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5100/comments | https://api.github.com/repos/huggingface/datasets/issues/5100/events | https://github.com/huggingface/datasets/issues/5100 | 1,404,458,586 | I_kwDODunzps5TtlZa | 5,100 | datasets[s3] sagemaker can't run a model - datasets issue with Value and ClassLabel and cast() method | {
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dataset files with `#` symbol their paths aren't read correctly.
## Steps to reproduce the bug
The data in folder `c#`of this [dataset](https://huggingface.co/datasets/loubnabnl/bigcode_csharp) can't be loaded. While the folder `c_sharp` with the same data is loaded properly
```python
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Like this: #4015
When there are **symbolic links** to pictures in the data folder, the parent folder name of the **real file** will be used as the class name instead of the parent folder of the symbolic link itself. Can you give an option to decide wh... | {
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} | null | null | null | ## Describe the bug
When using datasets, at the very end of my jobs the program crashes (see trace below).
It doesn't seem to affect anything, as it appears to happen as the program is closing down. Just importing `datasets` is enough to cause the error.
## Steps to reproduce the bug
This is sufficient to reprodu... | {
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https://api.github.com/repos/huggingface/datasets/issues/5096 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5096/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5096/comments | https://api.github.com/repos/huggingface/datasets/issues/5096/events | https://github.com/huggingface/datasets/issues/5096 | 1,403,379,816 | I_kwDODunzps5TpeBo | 5,096 | Transfer some canonical datasets under an organization namespace | {
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On the contrary, if the dataset already exists under the organization namespace, we are deprecating the canonical one (and eventua... | {
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https://api.github.com/repos/huggingface/datasets/issues/5095 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5095/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5095/comments | https://api.github.com/repos/huggingface/datasets/issues/5095/events | https://github.com/huggingface/datasets/pull/5095 | 1,403,221,408 | PR_kwDODunzps5Afzsq | 5,095 | Fix tutorial (#5093) | {
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https://api.github.com/repos/huggingface/datasets/issues/5094 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5094/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5094/comments | https://api.github.com/repos/huggingface/datasets/issues/5094/events | https://github.com/huggingface/datasets/issues/5094 | 1,403,214,950 | I_kwDODunzps5To1xm | 5,094 | Multiprocessing with `Dataset.map` and `PyTorch` results in deadlock | {
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There seems to be an issue with using multiprocessing with `datasets.Dataset.map` (i.e. setting `num_proc` to a value greater than one) combined with a function that uses `torch` under the hood. The subprocesses that `datasets.Dataset.map` spawns [a this step](https://github.com/huggingface/datase... | {
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In the "Process text data" tutorial, [`map` has `return_tensors` as kwarg](https://huggingface.co/docs/datasets/main/en/nlp_process#map). It does not seem to appear in the [function documentation](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.map), nor... | {
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PS: ~~This PR contains a parameter link, so https://github.com/huggingface/doc-builder/pull/311 needs to be merged before it's "ready for review".~... | {
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We have discovered that sometimes there were sync issues between GitHub and Hub datasets, after a merge commit to main branch.
For example:
- this merge commit: https://github.com/huggingface/datasets/commit/d74a9e8e4bfff1fed03a4cab99180a841d7caf4b
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When a process (`map`, `filter`, etc.) crashes part-way through, you lose all progress.
**Describe the solution you'd like**
It would be good if the cache reflected the partial progress, so that after we restart the script, the process can restart ... | null | {
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I have a local file `*.json.gz` and it can be read by `pandas.read_json(lines=True)`, but cannot be read by `load_datasets("json")` (resulting in 0 lines)
## Steps to reproduce the bug
```python
fpath = '/data/junwang/.cache/general/57b6f2314cbe0bc45dda5b78f0871df2/test.json.gz'
ds_panda = Da... | null | {
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I was following chap 5 from huggingface course: https://huggingface.co/course/chapter5/6?fw=tf
However, I'm not able to download the datasets, with a 404 erros
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When filtering a dataset twice, where the first result is an empty dataset, the second dataset seems corrupted.
## Steps to reproduce the bug
```python
datasets = load_dataset("glue", "sst2")
dataset_split = datasets['validation']
ds_filter_1 = dataset_split.filter(lambda x: False) # ... | {
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} | This code now returns a numpy array:
```python
from datasets import load_dataset
ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np")
print(next(iter(ds))["image"])
```
It also works with "arrow", "pandas", "torch", "tf" and "jax"
### Implementation details:
I'm using the ex... | {
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In particular this code should return a numpy array:
```python
from datasets import load_dataset
ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np")
print(next(iter(ds))["image"])
```
Right now it returns a PIL.Image.
S... | {
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Hello @mariosasko 👋, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 . | {
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```python
from datasets import load_dataset
dataset = load_dataset("sentence-transformers/parallel-sentences")
```
raises this:
```
/home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '... | null | {
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} | null | null | null | ## Is your feature request related to a problem?
As previously discussed in our meeting with @Wauplin and agreed on our last datasets team sync meeting, I'm investigating how `datasets` can use `hfh` for caching.
## Describe the solution you'd like
Due to the peculiarities of the `datasets` cache, I would prop... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5079 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5079/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5079/comments | https://api.github.com/repos/huggingface/datasets/issues/5079/events | https://github.com/huggingface/datasets/pull/5079 | 1,398,609,305 | PR_kwDODunzps5AQemi | 5,079 | refactor: replace AssertionError with more meaningful exceptions (#5074) | {
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Replaces `AssertionError` in the following files with more descriptive exceptions:
- `src/datasets/arrow_reader.py`
- `src/datasets/builder.py`
- `src/datasets/utils/version.py`
The issue listed more files that needed to be fixed, but the rest of them were contained in the top-level `datasets` d... | {
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https://api.github.com/repos/huggingface/datasets/issues/5077 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5077/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5077/comments | https://api.github.com/repos/huggingface/datasets/issues/5077/events | https://github.com/huggingface/datasets/pull/5077 | 1,398,080,859 | PR_kwDODunzps5AOs9L | 5,077 | Fix passed download_config in HubDatasetModuleFactoryWithoutScript | {
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https://api.github.com/repos/huggingface/datasets/issues/5076 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5076/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5076/comments | https://api.github.com/repos/huggingface/datasets/issues/5076/events | https://github.com/huggingface/datasets/pull/5076 | 1,397,918,092 | PR_kwDODunzps5AOJp7 | 5,076 | fix: update exception throw from OSError to EnvironmentError in `push… | {
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"merged_at": "2022-10-07T14:33... | Status:
Ready for review
Description of Changes:
Fixes #5075
Changes proposed in this pull request:
- Throw EnvironmentError instead of OSError in `push_to_hub` when the Hub token is not present. | {
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The files with AssertionErrors that need to be replaced:
```
src/datasets/arrow_reader.py
src/datasets/builder.py
src/datasets/utils/version.py
``` | {
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https://api.github.com/repos/huggingface/datasets/issues/5073 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5073/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5073/comments | https://api.github.com/repos/huggingface/datasets/issues/5073/events | https://github.com/huggingface/datasets/pull/5073 | 1,397,832,183 | PR_kwDODunzps5AN3Gn | 5,073 | Restore saved format state in `load_from_disk` | {
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This pull request relates to issue #5050 and intends to add the format to datasets loaded from disk.
All I did was add a set_format in the Dataset.load_from_disk, as DatasetDict.load_from_disk relies on the first.
I don't know if I should add a test and where, so let me know if I should and ... | {
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For images, the dtype used is the one of the image (the one returned by PIL.Image), e.g. uint8
I also added support for string, binary and None types. In particular for torch and jax, strings are kept unchanged (previously it was returning... | {
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Fix #5070.
CC: @stas00 | {
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As discussed with @stas00, we could support defining a default config name, even if no predefined allowed config names are set. That is, support `DEFAULT_CONFIG_NAME`, even when `BUILDER_CONFIGS` is not defined.
**Additional context**
In order to ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5067 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5067/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5067/comments | https://api.github.com/repos/huggingface/datasets/issues/5067/events | https://github.com/huggingface/datasets/pull/5067 | 1,396,361,768 | PR_kwDODunzps5AI86d | 5,067 | Fix CONTRIBUTING once dataset scripts transferred to Hub | {
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- #4974
See diff here: https://github.com/huggingface/datasets/commit/e3291ecff9e54f09fcee3f313f051a03fdc3d94b
Additionally, this PR fixes the line separator that by som... | {
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This has been a recurring issue. See, e.g.:
- #5060
- #3191 | {
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Some dependencies don't work on 3.10 like apache beam, so I remove them from the extras in this case.
I also removed some s3 fixtures that we don't use anymore (and that don't work on 3.10 anyway) | {
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https://api.github.com/repos/huggingface/datasets/issues/5064 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5064/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5064/comments | https://api.github.com/repos/huggingface/datasets/issues/5064/events | https://github.com/huggingface/datasets/pull/5064 | 1,395,978,143 | PR_kwDODunzps5AHsP0 | 5,064 | Align signature of create/delete_repo with latest hfh | {
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Related to:
- #5063
CC: @lhoestq | {
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This is already the case for `dataset_info`.
CC: @lhoestq | {
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https://api.github.com/repos/huggingface/datasets/issues/5062 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5062/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5062/comments | https://api.github.com/repos/huggingface/datasets/issues/5062/events | https://github.com/huggingface/datasets/pull/5062 | 1,395,739,417 | PR_kwDODunzps5AG6SA | 5,062 | Fix CI hfh token warning | {
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"merged_at": "2022-10-04T08:42... | In our CI, we get warnings from `hfh` about using deprecated `token`: https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431
```
tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_private
tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub
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https://api.github.com/repos/huggingface/datasets/issues/5061 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5061/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5061/comments | https://api.github.com/repos/huggingface/datasets/issues/5061/events | https://github.com/huggingface/datasets/issues/5061 | 1,395,476,770 | I_kwDODunzps5TLUki | 5,061 | `_pickle.PicklingError: logger cannot be pickled` in multiprocessing `map` | {
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} | null | null | null | ## Describe the bug
When I `map` with multiple processes, this error occurs. The `.name` of the `logger` that fails to pickle in the final line is `datasets.fingerprint`.
```
File "~/project/dataset.py", line 204, in <dictcomp>
split: dataset.map(
File ".../site-packages/datasets/arrow_dataset.py", line 24... | {
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https://api.github.com/repos/huggingface/datasets/issues/5060 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5060/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5060/comments | https://api.github.com/repos/huggingface/datasets/issues/5060/events | https://github.com/huggingface/datasets/issues/5060 | 1,395,382,940 | I_kwDODunzps5TK9qc | 5,060 | Unable to Use Custom Dataset Locally | {
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} | null | null | null | ## Describe the bug
I have uploaded a [dataset](https://huggingface.co/datasets/zpn/pubchem_selfies) and followed the instructions from the [dataset_loader](https://huggingface.co/docs/datasets/dataset_script#download-data-files-and-organize-splits) tutorial. In that tutorial, it says
```
If the data files live in ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5059 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5059/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5059/comments | https://api.github.com/repos/huggingface/datasets/issues/5059/events | https://github.com/huggingface/datasets/pull/5059 | 1,395,050,876 | PR_kwDODunzps5AEoX7 | 5,059 | Fix typo | {
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https://api.github.com/repos/huggingface/datasets/issues/5058 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5058/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5058/comments | https://api.github.com/repos/huggingface/datasets/issues/5058/events | https://github.com/huggingface/datasets/pull/5058 | 1,394,962,424 | PR_kwDODunzps5AEVWn | 5,058 | Mark CI tests as xfail when 502 error | {
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- FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files
- https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431
```
> raise HTTPEr... | {
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https://api.github.com/repos/huggingface/datasets/issues/5057 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5057/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5057/comments | https://api.github.com/repos/huggingface/datasets/issues/5057/events | https://github.com/huggingface/datasets/pull/5057 | 1,394,827,216 | PR_kwDODunzps5AD4c6 | 5,057 | Support `converters` in `CsvBuilder` | {
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https://api.github.com/repos/huggingface/datasets/issues/5056 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5056/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5056/comments | https://api.github.com/repos/huggingface/datasets/issues/5056/events | https://github.com/huggingface/datasets/pull/5056 | 1,394,713,173 | PR_kwDODunzps5ADfxN | 5,056 | Fix broken URL's (GEM) | {
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Indeed, when a dataset repo had both dataset_infos.json and README.md, the JSON file was ignored. This is unexpected: in practice it should be ignored o... | {
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- https://github.com/modestyachts/squadshifts-website/issues/1
Additionally, we have updated the mention in their website to our `datasets` library (they were referring ... | {
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I have an intermittent error when streaming the Pile, where I get a JSON parse error which causes my program to crash.
This is intermittent - when I rerun the program with the same random seed it does not crash in the same way. The exact point this happens also varied - it happened to me 11B tok... | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5052 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5052/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5052/comments | https://api.github.com/repos/huggingface/datasets/issues/5052/events | https://github.com/huggingface/datasets/pull/5052 | 1,393,076,765 | PR_kwDODunzps4_-PZw | 5,052 | added from_generator method to IterableDataset class. | {
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This resolves issues #4988.
I added a method `from_generator` to class `IterableDataset`.
I modified the `read` method of input stream generator to also return Iterable_dataset.
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This is needed to fix https://github.com/huggingface/transformers/issues/19177.
I think we should soon deprecate and remove the current task API (and investigate if it's possible to in... | {
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Reported here: https://discuss.huggingface.co/t/save-to-disk-loses-formatting-information/23815 | {
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In LexGLUE (Chalkidis et al., 2022), the following is mentioned w.r.t. EUR-LEX: _"It supports four different label granularities, comprising 21, 127, 567, 7390 EuroVoc concepts, respectively. We use the 100 most frequ... | {
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When audio files are at the same level as the metadata (`metadata.csv` or `metadata.jsonl` ), the `load_dataset` returns a `DatasetDict` with no rows but the correct columns.
https://github.com/huggingface/datasets/blob/1ea4d091b7a4b83a85b2eeb8df65115d39af3766/docs/source/audio_dataset.mdx?plain... | {
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I pushed a modification of a large dataset (remove a column) to the hub. The push was interrupted after some files were committed to the repo. This left the dataset to raise an error on load_dataset() (ValueError couldn’t cast … because column names do... | {
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Is it possible to make `load_dataset` more universal similar to `from_pretrained` in `transformers` so that it can handle the hub, and the local path datasets of all supported types?
Currently one has to choose a different loader depending on how ... | null | {
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The checksum for [hendrycks_test](https://huggingface.co/datasets/hendrycks_test) does not compare correctly, I guess it has been updated on the remote.
```
datasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files:
['https://people.eecs.berkeley.edu/~hendrycks/data.... | {
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https://api.github.com/repos/huggingface/datasets/issues/5038 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5038/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5038/comments | https://api.github.com/repos/huggingface/datasets/issues/5038/events | https://github.com/huggingface/datasets/issues/5038 | 1,389,631,122 | I_kwDODunzps5S1BaS | 5,038 | `Dataset.unique` showing wrong output after filtering | {
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] | closed | false | null | [] | null | 2 | 2022-09-28T16:20:35 | 2022-09-30T15:44:25 | 2022-09-30T15:44:25 | CONTRIBUTOR | null | {
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} | null | null | null | ## Describe the bug
After filtering a dataset, and if no samples remain, `Dataset.unique` will return the unique values of the unfiltered dataset.
## Steps to reproduce the bug
```python
from datasets import Dataset
dataset = Dataset.from_dict({'id': [0]})
dataset = dataset.filter(lambda _: False)
print(data... | {
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https://api.github.com/repos/huggingface/datasets/issues/5037 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5037/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5037/comments | https://api.github.com/repos/huggingface/datasets/issues/5037/events | https://github.com/huggingface/datasets/pull/5037 | 1,389,244,722 | PR_kwDODunzps4_xcp0 | 5,037 | Improve CI performance speed of PackagedDatasetTest | {
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"merged_at": "2022-09-30T16:03... | This PR improves PackagedDatasetTest CI performance speed. For Ubuntu (latest):
- Duration (without parallelism) before: 334.78s (5.58m)
- Duration (without parallelism) afterwards: 0.48s
The approach is passing a dummy `data_files` argument to load the builder, so that it avoids the slow inferring of it over the ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5036 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5036/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5036/comments | https://api.github.com/repos/huggingface/datasets/issues/5036/events | https://github.com/huggingface/datasets/pull/5036 | 1,389,094,075 | PR_kwDODunzps4_w8Bs | 5,036 | Add oversampling strategy iterable datasets interleave | {
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"merged_at": "2022-09-30T12:28... | Hello everyone,
Following the issue #4893 and the PR #4831, I propose here an oversampling strategy for a `IterableDataset` list.
The `all_exhausted` strategy stops building the new dataset as soon as all samples in each dataset have been added at least once.
It follows roughly the same logic behind #4831, namely... | {
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https://api.github.com/repos/huggingface/datasets/issues/5035 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5035/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5035/comments | https://api.github.com/repos/huggingface/datasets/issues/5035/events | https://github.com/huggingface/datasets/pull/5035 | 1,388,914,476 | PR_kwDODunzps4_wVie | 5,035 | Fix typos in load docstrings and comments | {
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https://api.github.com/repos/huggingface/datasets/issues/5034 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5034/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5034/comments | https://api.github.com/repos/huggingface/datasets/issues/5034/events | https://github.com/huggingface/datasets/pull/5034 | 1,388,855,136 | PR_kwDODunzps4_wJCu | 5,034 | Update README.md of yahoo_answers_topics dataset | {
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