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https://api.github.com/repos/huggingface/datasets/issues/5483
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1,560,894,690
I_kwDODunzps5dCVzi
5,483
Unable to upload dataset
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2023-01-28 15:18:26+00:00
2023-01-29 08:09:49+00:00
2023-01-29 08:09:49+00:00
NONE
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### Describe the bug Uploading a simple dataset ends with an exception ### Steps to reproduce the bug I created a new conda env with python 3.10, pip installed datasets and: ```python >>> from datasets import load_dataset, load_from_disk, Dataset >>> d = Dataset.from_dict({"text": ["hello"] * 2}) >>> d.pus...
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1,560,853,137
I_kwDODunzps5dCLqR
5,482
Reload features from Parquet metadata
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2023-01-28 13:12:31+00:00
2023-02-12 15:57:02+00:00
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MEMBER
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The idea would be to allow this : ```python ds.to_parquet("my_dataset/ds.parquet") reloaded = load_dataset("my_dataset") assert ds.features == reloaded.features ``` And it should also work with Image and Audio types (right now they're reloaded as a dict type) This can be implemented by storing and reading th...
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1,560,468,195
I_kwDODunzps5dAtrj
5,481
Load a cached dataset as iterable
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2023-01-27 21:43:51+00:00
2025-06-19 19:30:52+00:00
NaT
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The idea would be to allow something like ```python ds = load_dataset("c4", "en", as_iterable=True) ``` To be used to train models. It would load an IterableDataset from the cached Arrow files. Cc @stas00 Edit : from the discussions we may load from cache when streaming=True
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5,480
Select columns of Dataset or DatasetDict
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2023-01-27 20:06:16+00:00
2023-02-13 11:10:13+00:00
2023-02-13 09:59:35+00:00
CONTRIBUTOR
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Close #5474 and #5468.
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5,479
audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated
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2023-01-27 20:01:22+00:00
2023-01-29 05:23:14+00:00
2023-01-29 05:23:14+00:00
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### Describe the bug I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't in a remote one (it just creates an empty dataset). I have both ffmpeg and libndfile installed on both computers, what cou...
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5,478
Tip for recomputing metadata
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2023-01-27 20:01:22+00:00
2023-01-30 19:22:21+00:00
2023-01-30 19:15:26+00:00
MEMBER
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From this [feedback](https://discuss.huggingface.co/t/nonmatchingsplitssizeserror/30033) on the forum, thought I'd include a tip for recomputing the metadata numbers if it is your own dataset.
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5,477
Unpin sqlalchemy once issue is fixed
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2023-01-27 15:01:55+00:00
2024-01-26 14:50:45+00:00
2024-01-26 14:50:45+00:00
MEMBER
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Once the source issue is fixed: - pandas-dev/pandas#51015 we should revert the pin introduced in: - #5476
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5,476
Pin sqlalchemy
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2023-01-27 11:26:38+00:00
2023-01-27 12:06:51+00:00
2023-01-27 11:57:48+00:00
MEMBER
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since sqlalchemy update to 2.0.0 the CI started to fail: https://github.com/huggingface/datasets/actions/runs/4023742457/jobs/6914976514 the error comes from pandas: https://github.com/pandas-dev/pandas/issues/51015
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5,475
Dataset scan time is much slower than using native arrow
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2023-01-27 01:32:25+00:00
2023-01-30 16:17:11+00:00
2023-01-30 16:17:11+00:00
CONTRIBUTOR
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### Describe the bug I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version. I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp...
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5,474
Column project operation on `datasets.Dataset`
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### Feature request There is no operation to select a subset of columns of original dataset. Expected API follows. ```python a = Dataset.from_dict({ 'int': [0, 1, 2] 'char': ['a', 'b', 'c'], 'none': [None] * 3, }) b = a.project('int', 'char') # usually, .select() print(a.column_names) # std...
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5,473
Set dev version
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2023-01-26 19:34:44+00:00
2023-01-26 19:47:34+00:00
2023-01-26 19:38:30+00:00
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Release: 2.9.0
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2023-01-26 19:29:42+00:00
2023-01-26 19:40:44+00:00
2023-01-26 19:33:00+00:00
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5,471
Add num_test_batches option
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2023-01-26 18:09:40+00:00
2023-01-27 18:16:45+00:00
2023-01-27 18:08:36+00:00
CONTRIBUTOR
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`to_tf_dataset` calls can be very costly because of the number of test batches drawn during `_get_output_signature`. The test batches are draw in order to estimate the shapes when creating the tensorflow dataset. This is necessary when the shapes can be irregular, but not in cases when the tensor shapes are the same ac...
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Update dataset card creation
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2023-01-26 17:57:51+00:00
2023-01-27 16:27:00+00:00
2023-01-27 16:20:10+00:00
MEMBER
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Encourages users to create a dataset card on the Hub directly with the new metadata ui + import dataset card template instead of telling users to manually create and upload one.
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Remove deprecated `shard_size` arg from `.push_to_hub()`
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2023-01-26 15:40:56+00:00
2023-01-26 17:37:51+00:00
2023-01-26 17:30:59+00:00
CONTRIBUTOR
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The docstrings say that it was supposed to be deprecated since version 2.4.0, can we remove it?
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Allow opposite of remove_columns on Dataset and DatasetDict
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2023-01-26 12:28:09+00:00
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### Feature request In this blog post https://huggingface.co/blog/audio-datasets, I noticed the following code: ```python COLUMNS_TO_KEEP = ["text", "audio"] all_columns = gigaspeech["train"].column_names columns_to_remove = set(all_columns) - set(COLUMNS_TO_KEEP) gigaspeech = gigaspeech.remove_columns(column...
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Fix conda command in readme
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2023-01-26 10:03:01+00:00
2023-09-24 10:06:59+00:00
2023-01-26 18:29:37+00:00
MEMBER
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The [conda forge channel](https://anaconda.org/conda-forge/datasets) is lagging behind (as of right now, only 2.7.1 is available), we should recommend using the [Hugging face channel](https://anaconda.org/HuggingFace/datasets) that we are maintaining ``` conda install -c huggingface datasets ```
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remove pathlib.Path with URIs
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2023-01-26 03:25:45+00:00
2023-01-26 17:08:57+00:00
2023-01-26 16:59:11+00:00
CONTRIBUTOR
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Pathlib will convert "//" to "/" which causes retry errors when downloading from cloud storage
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audiofolder creates empty dataset even though the dataset passed in follows the correct structure
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2023-01-26 01:45:45+00:00
2023-01-26 08:48:45+00:00
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### Describe the bug The structure of my dataset folder called "my_dataset" is : data metadata.csv The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset. When I run the follo...
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5,464
NonMatchingChecksumError for hendrycks_test
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2023-01-26 00:43:23+00:00
2023-01-27 05:44:31+00:00
2023-01-26 07:41:58+00:00
NONE
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### Describe the bug The checksum of the file has likely changed on the remote host. ### Steps to reproduce the bug `dataset = nlp.load_dataset("hendrycks_test", "anatomy")` ### Expected behavior no error thrown ### Environment info - `datasets` version: 2.2.1 - Platform: macOS-13.1-arm64-arm-64bit - Pyt...
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1,557,021,041
PR_kwDODunzps5IiGWb
5,463
Imagefolder docs: mention support of CSV and ZIP
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2023-01-25 17:24:01+00:00
2023-01-25 18:33:35+00:00
2023-01-25 18:26:15+00:00
MEMBER
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1,556,572,144
PR_kwDODunzps5Iglqu
5,462
Concatenate on axis=1 with misaligned blocks
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2023-01-25 12:33:22+00:00
2023-01-26 09:37:00+00:00
2023-01-26 09:27:19+00:00
MEMBER
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Allow to concatenate on axis 1 two tables made of misaligned blocks. For example if the first table has 2 row blocks of 3 rows each, and the second table has 3 row blocks or 2 rows each. To do that, I slice the row blocks to re-align the blocks. Fix https://github.com/huggingface/datasets/issues/5413
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1,555,532,719
I_kwDODunzps5ct4uv
5,461
Discrepancy in `nyu_depth_v2` dataset
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2023-01-24 19:15:46+00:00
2023-02-06 20:52:00+00:00
NaT
CONTRIBUTOR
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### Describe the bug I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid...
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1,555,387,532
PR_kwDODunzps5Icn9C
5,460
Document that removing all the columns returns an empty document and the num_row is lost
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2023-01-24 17:33:38+00:00
2023-01-25 16:11:10+00:00
2023-01-25 16:04:03+00:00
CONTRIBUTOR
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5,459
Disable aiohttp requoting of redirection URL
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2023-01-24 17:18:59+00:00
2024-09-01 18:08:31+00:00
2023-01-31 08:37:54+00:00
MEMBER
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The library `aiohttp` performs a requoting of redirection URLs that unquotes the single quotation mark character: `%27` => `'` This is a problem for our Hugging Face Hub, which requires exact URL from location header. Specifically, in the query component of the URL (`https://netloc/path?query`), the value for `re...
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1,555,054,737
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5,458
slice split while streaming
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2023-01-24 14:08:17+00:00
2023-01-24 15:11:47+00:00
2023-01-24 15:11:47+00:00
NONE
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### Describe the bug When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported. Did I miss this in the documentation? ### Steps to reproduce the bug `load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")` causes ValueError: Bad split:...
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1,554,171,264
I_kwDODunzps5cosWA
5,457
prebuilt dataset relies on `downloads/extracted`
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2023-01-24 02:09:32+00:00
2024-11-18 07:43:51+00:00
NaT
CONTRIBUTOR
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### Describe the bug I pre-built the dataset: ``` python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing ``` and it can be used just fine. now I wipe out `downloads/extracted` and it no longer works. ``` rm -r ~/.cache/huggingface...
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PR_kwDODunzps5IXq92
5,456
feat: tqdm for `to_parquet`
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2023-01-23 22:05:38+00:00
2023-01-24 11:26:47+00:00
2023-01-24 11:17:12+00:00
CONTRIBUTOR
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As described in #5418 I noticed also that the `to_json` function supports multi-workers whereas `to_parquet`, is that not possible/not needed with Parquet or something that hasn't been implemented yet?
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5,455
Single TQDM bar in multi-proc map
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2023-01-23 12:49:40+00:00
2023-02-13 20:23:34+00:00
2023-02-13 20:16:38+00:00
COLLABORATOR
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Use the "shard generator approach with periodic progress updates" (used in `save_to_disk` and multi-proc `load_dataset`) in `Dataset.map` to enable having a single TQDM progress bar in the multi-proc mode. Closes https://github.com/huggingface/datasets/issues/771, closes https://github.com/huggingface/datasets/issue...
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1,552,890,419
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5,454
Save and resume the state of a DataLoader
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2023-01-23 10:58:54+00:00
2024-11-27 01:19:21+00:00
NaT
MEMBER
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It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed) What I have in mind (but lmk if you have other ideas or comments): For map-style datasets, this requires to have a PyTorch Sampler state that can be sav...
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5,453
Fix base directory while extracting insecure TAR files
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2023-01-23 08:57:40+00:00
2023-01-24 01:34:20+00:00
2023-01-23 10:10:42+00:00
MEMBER
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This PR fixes the extraction of insecure TAR files by changing the base path against which TAR members are compared: - from: "." - to: `output_path` This PR also adds tests for extracting insecure TAR files. Related to: - #5441 - #5452 @stas00 please note this PR addresses just one of the issues you pointe...
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5,452
Swap log messages for symbolic/hard links in tar extractor
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2023-01-23 07:53:38+00:00
2023-01-23 09:40:55+00:00
2023-01-23 08:31:17+00:00
MEMBER
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The log messages do not match their if-condition. This PR swaps them. Found while investigating: - #5441 CC: @lhoestq
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5,451
ImageFolder BadZipFile: Bad offset for central directory
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2023-01-22 23:50:12+00:00
2023-05-23 10:35:48+00:00
2023-02-10 16:31:36+00:00
NONE
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### Describe the bug I'm getting the following exception: ``` lib/python3.10/zipfile.py:1353 in _RealGetContents β”‚ β”‚ β”‚ β”‚ 1350 β”‚ β”‚ # self.start_dir: Position of start of central directory ...
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1,551,109,365
I_kwDODunzps5cdAz1
5,450
to_tf_dataset with a TF collator causes bizarrely persistent slowdown
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2023-01-20 16:08:37+00:00
2023-02-13 14:13:34+00:00
2023-02-13 14:13:34+00:00
MEMBER
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### Describe the bug This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing) Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla...
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1,550,801,453
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5,449
Support fsspec 2023.1.0 in CI
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2023-01-20 12:53:17+00:00
2023-01-20 13:32:50+00:00
2023-01-20 13:26:03+00:00
MEMBER
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Support fsspec 2023.1.0 in CI. In the 2023.1.0 fsspec release, they replaced the type of `fsspec.registry`: - from `ReadOnlyRegistry`, with an attribute called `target` - to `MappingProxyType`, without that attribute Consequently, we need to change our `mock_fsspec` fixtures, that were using the `target` attrib...
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Support fsspec 2023.1.0 in CI
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2023-01-20 10:26:31+00:00
2023-01-20 13:26:05+00:00
2023-01-20 13:26:05+00:00
MEMBER
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Once we find out the root cause of: - #5445 we should revert the temporary pin on fsspec introduced by: - #5447
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Fix CI by temporarily pinning fsspec < 2023.1.0
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2023-01-20 10:11:02+00:00
2023-01-20 10:38:13+00:00
2023-01-20 10:28:43+00:00
MEMBER
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Temporarily pin fsspec < 2023.1.0 Fix #5445.
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test v0.12.0.rc0
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2023-01-20 10:05:19+00:00
2023-01-20 10:43:22+00:00
2023-01-20 10:13:48+00:00
CONTRIBUTOR
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DO NOT MERGE. Only to test the CI. cc @lhoestq @albertvillanova
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CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target'
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2023-01-20 10:03:10+00:00
2023-01-20 10:28:44+00:00
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CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185 ``` ... ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path...
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5,444
info messages logged as warnings
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2023-01-20 01:19:18+00:00
2023-07-12 17:19:31+00:00
2023-07-12 17:19:31+00:00
NONE
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### Describe the bug Code in `datasets` is using `logger.warning` when it should be using `logger.info`. Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category. Definitions from the Python docs for reference: * I...
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PR_kwDODunzps5ILbk8
5,443
Update share tutorial
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2023-01-20 01:09:14+00:00
2023-01-20 15:44:45+00:00
2023-01-20 15:37:30+00:00
MEMBER
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Based on feedback from discussion #5423, this PR updates the sharing tutorial with a mention of writing your own dataset loading script to support more advanced dataset creation options like multiple configs. I'll open a separate PR to update the *Create a Dataset card* with the new Hub metadata UI update πŸ˜„
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1,550,084,450
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5,442
OneDrive Integrations with HF Datasets
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2023-01-19 23:12:08+00:00
2023-02-24 16:17:51+00:00
2023-02-24 16:17:51+00:00
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### Feature request First of all , I would like to thank all community who are developed DataSet storage and make it free available How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section. For example, if I have **50GB** on my **Onedrive*...
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5,441
resolving a weird tar extract issue
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2023-01-19 02:17:21+00:00
2023-01-20 16:49:22+00:00
NaT
CONTRIBUTOR
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ok, every so often, I have been getting a strange failure on dataset install: ``` $ python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing No config specified, defaulting to: general-pmd-synthetic-testing/100.unique Downloading and prep...
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5,440
Fix documentation about batch samplers
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2023-01-18 17:04:27+00:00
2023-01-18 17:57:29+00:00
2023-01-18 17:50:04+00:00
CONTRIBUTOR
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5,439
[dataset request] Add Common Voice 12.0
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2023-01-18 13:07:05+00:00
2023-07-21 14:26:10+00:00
2023-07-21 14:26:09+00:00
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### Feature request Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets. ### Motivation The dataset link: https://commonvoice.mozilla.org/en/datasets
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Update actions/checkout in CD Conda release
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2023-01-18 06:53:15+00:00
2023-01-18 13:49:51+00:00
2023-01-18 13:42:49+00:00
MEMBER
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This PR updates the "checkout" GitHub Action to its latest version, as previous ones are deprecated: https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead-of-node12/
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5,437
Can't load png dataset with 4 channel (RGBA)
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2023-01-17 18:22:27+00:00
2023-01-18 20:20:15+00:00
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I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https://user-images.githubusercontent.com/41611046...
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5,436
Revert container image pin in CI benchmarks
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2023-01-17 15:59:50+00:00
2023-01-18 09:05:49+00:00
2023-01-18 06:29:06+00:00
CONTRIBUTOR
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Closes #5433, reverts #5432, and also: * Uses [ghcr.io container images](https://cml.dev/doc/self-hosted-runners/#docker-images) for extra speed * Updates `actions/checkout` to `v3` (note that `v2` is [deprecated](https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead...
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Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage
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2023-01-17 10:04:16+00:00
2023-01-19 09:56:03+00:00
2023-01-19 09:56:03+00:00
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### Describe the bug In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states: > Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou...
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sample_dataset module not found
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2023-01-17 09:57:54+00:00
2023-01-19 13:52:12+00:00
2023-01-19 07:55:11+00:00
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Support latest Docker image in CI benchmarks
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2023-01-17 09:06:08+00:00
2023-01-18 06:29:08+00:00
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Once we find out the root cause of: - #5431 we should revert the temporary pin on the Docker image version introduced by: - #5432
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Fix CI benchmarks by temporarily pinning Docker image version
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2023-01-17 07:15:31+00:00
2023-01-17 08:58:22+00:00
2023-01-17 08:51:17+00:00
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This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag. It also updates deprecated `cml-send-comment` command and using `cml comment create` instead. Fix #5431.
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CI benchmarks are broken: Unknown arguments: runnerPath, path
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2023-01-18 06:33:24+00:00
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Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161 ``` Unknown arguments: runnerPath, path ``` Stack trace: ``` 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 500/500 [00:01<00:00, 338.98ba/s] Updating lock file 'dvc.lock' To track the changes ...
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Support Apache Beam >= 2.44.0
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2023-01-17 06:42:12+00:00
2024-02-06 19:24:21+00:00
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Once we find out the root cause of: - #5426 we should revert the temporary pin on apache-beam introduced by: - #5429
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Fix CI by temporarily pinning apache-beam < 2.44.0
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2023-01-16 16:20:09+00:00
2023-01-16 16:51:42+00:00
2023-01-16 16:49:03+00:00
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Temporarily pin apache-beam < 2.44.0 Fix #5426.
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Load/Save FAISS index using fsspec
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2023-01-16 16:08:12+00:00
2023-03-27 15:18:22+00:00
2023-03-27 15:18:22+00:00
CONTRIBUTOR
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### Feature request From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support) I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`. ### Motivation In...
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Unable to download dataset id_clickbait
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2023-01-16 16:05:36+00:00
2023-01-18 09:51:28+00:00
2023-01-18 09:25:19+00:00
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### Describe the bug I tried to download dataset `id_clickbait`, but receive this error message. ``` FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip ``` When i open the link using browser, i got this XML data. ```xml <?xml versi...
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CI tests are broken: SchemaInferenceError
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2023-01-16 16:02:07+00:00
2023-06-02 06:40:32+00:00
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CI test (unit, ubuntu-latest, deps-minimum) is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004 ``` FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writer.SchemaInferenceError: Please pass `feat...
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1,534,581,850
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5,425
Sort on multiple keys with datasets.Dataset.sort()
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2023-01-16 09:22:26+00:00
2023-02-24 16:15:11+00:00
2023-02-24 16:15:11+00:00
NONE
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### Feature request From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1 `sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function. The suggested solution: > ... having something similar to panda...
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When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset?
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2023-01-16 06:54:28+00:00
2023-02-24 16:19:00+00:00
2023-02-24 16:19:00+00:00
NONE
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### Describe the bug I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`. ### Steps to reproduce the bug Steps to reproduc...
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Datasets load error for saved github issues
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2023-01-14 17:29:38+00:00
2023-09-14 11:39:57+00:00
NaT
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### Describe the bug Loading a previously downloaded & saved dataset as described in the HuggingFace course: issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train") Gives this error: datasets.builder.DatasetGenerationError: An error occurred while generating the dataset...
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1,532,278,307
I_kwDODunzps5bVLYj
5,421
Support case-insensitive Hub dataset name in load_dataset
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2023-01-13 13:07:07+00:00
2023-01-13 20:12:32+00:00
2023-01-13 20:12:32+00:00
COLLABORATOR
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### Feature request The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue. Ideally, we could load the glue dataset using the following: ``` from d...
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ci: 🎑 remove two obsolete issue templates
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2023-01-13 12:58:43+00:00
2023-01-13 13:36:00+00:00
2023-01-13 13:29:01+00:00
COLLABORATOR
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add-dataset is not needed anymore since the "canonical" datasets are on the Hub. And dataset-viewer is managed within the datasets-server project. See https://github.com/huggingface/datasets/issues/new/choose <img width="1245" alt="Capture d’écran 2023-01-13 aΜ€ 13 59 58" src="https://user-images.githubuserconten...
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label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator
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2023-01-13 09:40:07+00:00
2023-07-21 14:27:08+00:00
2023-07-21 14:27:08+00:00
NONE
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### Describe the bug When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default column name is `label` if binary or `label_ids` if multi-class problem. It is required to rename the column...
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Add ProgressBar for `to_parquet`
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2023-01-12 05:06:20+00:00
2023-01-24 18:18:24+00:00
2023-01-24 18:18:24+00:00
CONTRIBUTOR
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### Feature request Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works. ### Motivation It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar ### Your contribution Sure I can help if needed
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Fix RuntimeError: Sharding is ambiguous for this dataset
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2023-01-10 08:43:19+00:00
2023-01-18 17:12:17+00:00
2023-01-18 14:09:02+00:00
MEMBER
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This PR fixes the RuntimeError: Sharding is ambiguous for this dataset. The error for ambiguous sharding will be raised only if num_proc > 1. Fix #5415, fix #5414. Fix https://huggingface.co/datasets/ami/discussions/3.
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RuntimeError: Sharding is ambiguous for this dataset
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2023-01-10 07:36:11+00:00
2023-01-18 14:09:04+00:00
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MEMBER
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### Describe the bug When loading some datasets, a RuntimeError is raised. For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3 ``` .../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size) ...
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Sharding error with Multilingual LibriSpeech
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2023-01-09 14:45:31+00:00
2023-01-18 14:09:04+00:00
2023-01-18 14:09:04+00:00
NONE
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### Describe the bug Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace: ``` Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/datasets/facebook___multilingual_librispeech/german/...
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I_kwDODunzps5a32zd
5,413
concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers
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2023-01-08 17:01:52+00:00
2023-01-26 09:27:21+00:00
2023-01-26 09:27:21+00:00
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### Describe the bug When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails: ``` File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/combine.py", line 182, in concatenate_datasets return _concatenate_map_style_data...
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1,524,250,269
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5,412
load_dataset() cannot find dataset_info.json with multiple training runs in parallel
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2023-01-08 00:44:32+00:00
2023-01-19 20:28:43+00:00
2023-01-19 20:28:43+00:00
NONE
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### Describe the bug I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error. If there is a workaround to ignore the cache I think that would ...
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5,411
Update docs of S3 filesystem with async aiobotocore
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2023-01-06 23:19:17+00:00
2023-01-18 11:18:59+00:00
2023-01-18 11:12:04+00:00
CONTRIBUTOR
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[s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf). Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets
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5,410
Map-style Dataset to IterableDataset
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2023-01-05 18:12:17+00:00
2023-02-01 18:11:45+00:00
2023-02-01 16:36:01+00:00
MEMBER
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Added `ds.to_iterable()` to get an iterable dataset from a map-style arrow dataset. It also has a `num_shards` argument to split the dataset before converting to an iterable dataset. Sharding is important to enable efficient shuffling and parallel loading of iterable datasets. TODO: - [x] tests - [x] docs Fi...
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Fix deprecation warning when use_auth_token passed to download_and_prepare
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2023-01-05 09:10:58+00:00
2023-01-06 11:06:16+00:00
2023-01-06 10:59:13+00:00
MEMBER
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The `DatasetBuilder.download_and_prepare` argument `use_auth_token` was deprecated in: - #5302 However, `use_auth_token` is still passed to `download_and_prepare` in our built-in `io` readers (csv, json, parquet,...). This PR fixes it, so that no deprecation warning is raised. Fix #5407.
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dataset map function could not be hash properly
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2023-01-05 01:59:59+00:00
2023-01-06 13:22:19+00:00
2023-01-06 13:22:18+00:00
NONE
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### Describe the bug I follow the [blog post](https://huggingface.co/blog/fine-tune-whisper#building-a-demo) to finetune a Cantonese transcribe model. When using map function to prepare dataset, following warning pop out: `common_voice = common_voice.map(prepare_dataset, remove_...
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Datasets.from_sql() generates deprecation warning
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2023-01-05 00:43:17+00:00
2023-01-06 10:59:14+00:00
2023-01-06 10:59:14+00:00
NONE
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### Describe the bug Calling `Datasets.from_sql()` generates a warning: `.../site-packages/datasets/builder.py:712: FutureWarning: 'use_auth_token' was deprecated in version 2.7.1 and will be removed in 3.0.0. Pass 'use_auth_token' to the initializer/'load_dataset_builder' instead.` ### Steps to reproduce the ...
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[2.6.1][2.7.0] Upgrade `datasets` to fix `TypeError: can only concatenate str (not "int") to str`
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2023-01-04 15:10:04+00:00
2023-06-21 18:45:38+00:00
NaT
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`datasets` 2.6.1 and 2.7.0 started to stop supporting datasets like IMDB, ConLL or MNIST datasets. When loading a dataset using 2.6.1 or 2.7.0, you may this error when loading certain datasets: ```python TypeError: can only concatenate str (not "int") to str ``` This is because we started to update the metadat...
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5,405
size_in_bytes the same for all splits
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2023-01-03 20:25:48+00:00
2023-01-04 09:22:59+00:00
NaT
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### Describe the bug Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example: ``` >>> from datasets import load_da...
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Better integration of BIG-bench
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2023-01-03 15:37:57+00:00
2023-02-09 20:30:26+00:00
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### Feature request Ideally, it would be nice to have a maintained PyPI package for `bigbench`. ### Motivation We'd like to allow anyone to access, explore and use any task. ### Your contribution @lhoestq has opened an issue in their repo: - https://github.com/google/BIG-bench/issues/906
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Replace one letter import in docs
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2023-01-03 14:26:32+00:00
2023-01-03 15:06:18+00:00
2023-01-03 14:59:01+00:00
CONTRIBUTOR
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This PR updates a code example for consistency across the docs based on [feedback from this comment](https://github.com/huggingface/transformers/pull/20925/files/9fda31634d203a47d3212e4e8d43d3267faf9808#r1058769500): "In terms of style we usually stay away from one-letter imports like this (even if the community use...
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5,402
Missing state.json when creating a cloud dataset using a dataset_builder
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### Describe the bug Using `load_dataset_builder` to create a builder, run `download_and_prepare` do upload it to S3. However when trying to load it, there are missing `state.json` files. Complete example: ```python from aiobotocore.session import AioSession as Session from datasets import load_from_disk, load_da...
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5,401
Support Dataset conversion from/to Spark
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2023-01-03 09:57:40+00:00
2023-01-05 14:21:33+00:00
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This PR implements Spark integration by supporting `Dataset` conversion from/to Spark `DataFrame`.
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Support streaming datasets with os.path.exists and Path.exists
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2023-01-06 10:42:44+00:00
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MEMBER
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Support streaming datasets with `os.path.exists` and `pathlib.Path.exists`.
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Got disconnected from remote data host. Retrying in 5sec [2/20]
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### Describe the bug While trying to upload my image dataset of a CSV file type to huggingface by running the below code. The dataset consists of a little over 100k of image-caption pairs ### Steps to reproduce the bug ``` df = pd.read_csv('x.csv', encoding='utf-8-sig') features = Features({ 'link': Ima...
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5,398
Unpin pydantic
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2022-12-30 10:37:31+00:00
2022-12-30 10:43:41+00:00
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Once `pydantic` fixes their issue in their 1.10.3 version, unpin it. See issue: - #5394 See temporary fix: - #5395
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5,397
Unpin pydantic test dependency
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2022-12-30 10:22:09+00:00
2022-12-30 10:53:11+00:00
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Once pydantic-1.10.3 has been yanked, we can unpin it: https://pypi.org/project/pydantic/1.10.3/ See reply by pydantic team https://github.com/pydantic/pydantic/issues/4885#issuecomment-1367819807 ``` v1.10.3 has been yanked. ``` in response to spacy request: https://github.com/pydantic/pydantic/issues/4885#issu...
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Fix checksum verification
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2022-12-29 19:45:17+00:00
2023-02-13 11:11:22+00:00
2023-02-13 11:11:22+00:00
CONTRIBUTOR
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Expected checksum was verified against checksum dict (not checksum).
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Temporarily pin pydantic test dependency
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Temporarily pin `pydantic` until a permanent solution is found. Fix #5394.
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CI error: TypeError: dataclass_transform() got an unexpected keyword argument 'field_specifiers'
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### Describe the bug While installing the dependencies, the CI raises a TypeError: ``` Traceback (most recent call last): File "/opt/hostedtoolcache/Python/3.7.15/x64/lib/python3.7/runpy.py", line 183, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/opt/hoste...
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PR_kwDODunzps5GTg0a
5,393
Finish deprecating the fs argument
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2022-12-28 15:33:17+00:00
2023-01-18 12:42:33+00:00
2023-01-18 12:35:32+00:00
CONTRIBUTOR
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See #5385 for some discussion on this The `fs=` arg was depcrecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in `2.8.0` (to be removed in `3.0.0`). There are a few other places where the `fs=` arg was still used (functions/methods in `datasets.info` and `datasets.load`). This PR adds a similar beha...
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5,392
Fix Colab notebook link
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2022-12-28 11:44:53+00:00
2023-01-03 15:36:14+00:00
2023-01-03 15:27:31+00:00
MEMBER
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Fix notebook link to open in Colab.
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Whisper Event - RuntimeError: The size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1000/1000 [2:52:21<00:00, 10.34s/it]
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2022-12-25 15:17:14+00:00
2023-07-21 14:29:47+00:00
2023-07-21 14:29:47+00:00
NONE
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Done in a VM with a GPU (Ubuntu) following the [Whisper Event - PYTHON](https://github.com/huggingface/community-events/tree/main/whisper-fine-tuning-event#python-script) instructions. Attempted using [RuntimeError: he size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1...
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1,509,357,553
I_kwDODunzps5Z9vfx
5,390
Error when pushing to the CI hub
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2022-12-23 13:36:37+00:00
2022-12-23 20:29:02+00:00
2022-12-23 20:29:02+00:00
COLLABORATOR
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### Describe the bug Note that it's a special case where the Hub URL is "https://hub-ci.huggingface.co", which does not appear if we do the same on the Hub (https://huggingface.co). The call to `dataset.push_to_hub(` fails: ``` Pushing dataset shards to the dataset hub: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ...
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PR_kwDODunzps5GHsOo
5,389
Fix link in `load_dataset` docstring
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2022-12-23 13:26:31+00:00
2023-01-25 19:00:43+00:00
2023-01-24 16:33:38+00:00
COLLABORATOR
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Fix https://github.com/huggingface/datasets/issues/5387, fix https://github.com/huggingface/datasets/issues/4566
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5,388
Getting Value Error while loading a dataset..
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2022-12-23 08:16:43+00:00
2022-12-29 08:36:33+00:00
2022-12-27 17:59:09+00:00
NONE
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### Describe the bug I am trying to load a dataset using Hugging Face Datasets load_dataset method. I am getting the value error as show below. Can someone help with this? I am using Windows laptop and Google Colab notebook. ``` WARNING:datasets.builder:Using custom data configuration default-a1d9e8eaedd958cd ---...
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1,508,740,177
I_kwDODunzps5Z7YxR
5,387
Missing documentation page : improve-performance
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2022-12-23 01:12:57+00:00
2023-01-24 16:33:40+00:00
2023-01-24 16:33:40+00:00
NONE
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### Describe the bug Trying to access https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/cache#improve-performance, the page is missing. The link is in here : https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/loading_methods#datasets.load_dataset.keep_in_memory ### Steps to reproduce t...
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5,386
`max_shard_size` in `datasets.push_to_hub()` breaks with large files
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2022-12-22 21:50:58+00:00
2022-12-26 23:45:51+00:00
2022-12-26 23:45:51+00:00
NONE
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### Describe the bug `max_shard_size` parameter for `datasets.push_to_hub()` works unreliably with large files, generating shard files that are way past the specified limit. In my private dataset, which contains unprocessed images of all sizes (up to `~100MB` per file), I've encountered cases where `max_shard_siz...
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5,385
Is `fs=` deprecated in `load_from_disk()` as well?
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2022-12-22 21:00:45+00:00
2023-01-23 10:50:05+00:00
2023-01-23 10:50:04+00:00
CONTRIBUTOR
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### Describe the bug The `fs=` argument was deprecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in favor of automagically figuring it out via fsspec: https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset.py#L1339-L1340 Is there a reason the...
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PR_kwDODunzps5GDmR6
5,384
Handle 0-dim tensors in `cast_to_python_objects`
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2022-12-22 16:15:30+00:00
2023-01-13 16:10:15+00:00
2023-01-13 16:00:52+00:00
COLLABORATOR
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Fix #5229
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https://api.github.com/repos/huggingface/datasets/issues/5383
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https://github.com/huggingface/datasets/issues/5383
1,507,293,968
I_kwDODunzps5Z13sQ
5,383
IterableDataset missing column_names, differs from Dataset interface
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2022-12-22 05:27:02+00:00
2023-03-13 19:03:33+00:00
2023-03-13 19:03:33+00:00
NONE
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### Describe the bug The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like ``` dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...) ``` will not work because `.colu...
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https://api.github.com/repos/huggingface/datasets/issues/5382
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https://github.com/huggingface/datasets/pull/5382
1,504,788,691
PR_kwDODunzps5F4Q0V
5,382
Raise from disconnect error in xopen
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2022-12-20 15:52:44+00:00
2023-01-26 09:51:13+00:00
2023-01-26 09:42:45+00:00
MEMBER
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this way we can know the cause of the disconnect related to https://github.com/huggingface/datasets/issues/5374
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