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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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2023-01-28T15:18:26
2023-01-28T15:21:04
null
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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2023-01-28T13:12:31
2023-01-28T13:13:44
null
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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2023-01-27T21:43:51
2023-01-27T21:43:51
null
MEMBER
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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
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https://api.github.com/repos/huggingface/datasets/issues/5480
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1,560,364,866
PR_kwDODunzps5ItY2y
5,480
Select columns of Dataset or DatasetDict
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2023-01-27T20:06:16
2023-01-27T20:06:16
null
NONE
null
Close #5474 and #5468.
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1,560,357,590
I_kwDODunzps5dASrW
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audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated
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2023-01-27T20:01:22
2023-01-27T20:05:07
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NONE
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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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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5478). All of your documentation changes will be reflected on that endpoint." ]
2023-01-27T20:01:22
2023-01-27T20:05:39
null
MEMBER
null
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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1,559,909,892
I_kwDODunzps5c-lYE
5,477
Unpin sqlalchemy once issue is fixed
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2023-01-27T15:01:55
2023-01-27T15:01:55
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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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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-01-27T11:26:38
2023-01-27T12:06:51
2023-01-27T11:57:48
MEMBER
null
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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[ "Hi ! In your code you only iterate on the Arrow buffers - you don't actually load the data as python objects. For a fair comparison, you can modify your code using:\r\n```diff\r\n- for _ in range(0, len(table), bsz):\r\n- _ = {k:table[k][_ : _ + bsz] for k in cols}\r\n+ for _ in range(0, len(table)...
2023-01-27T01:32:25
2023-01-27T15:40:34
null
CONTRIBUTOR
null
### 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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1,558,827,155
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5,474
Column project operation on `datasets.Dataset`
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[ "Hi ! This would be a nice addition indeed :) This sounds like a duplicate of https://github.com/huggingface/datasets/issues/5468\r\n\r\n> Not sure. Some of my PRs are still open and some do not have any discussions.\r\n\r\nSorry to hear that, feel free to ping me on those PRs" ]
2023-01-26T21:47:53
2023-01-27T12:23:29
null
NONE
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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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Set dev version
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-01-26T19:34:44
2023-01-26T19:47:34
2023-01-26T19:38:30
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Release: 2.9.0
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2023-01-26T19:29:42
2023-01-26T19:40:44
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Add num_test_batches option
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I thought this issue was resolved in my parallel `to_tf_dataset` PR! I changed the default `num_test_batches` in `_get_output_signature` to 20 and used a test batch size of 1 to maximize variance to detect shorter samples. I think it...
2023-01-26T18:09:40
2023-01-27T18:16:45
2023-01-27T18:08:36
CONTRIBUTOR
null
`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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[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI failure is unrelated to your PR - feel free to merge :)", "Haha thanks, you read my mind :)", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n##...
2023-01-26T17:57:51
2023-01-27T16:27:00
2023-01-27T16:20:10
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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5,469
Remove deprecated `shard_size` arg from `.push_to_hub()`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-01-26T15:40:56
2023-01-26T17:37:51
2023-01-26T17:30:59
CONTRIBUTOR
null
The docstrings say that it was supposed to be deprecated since version 2.4.0, can we remove it?
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I_kwDODunzps5c3jXB
5,468
Allow opposite of remove_columns on Dataset and DatasetDict
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[ "Hi! I agree it would be nice to have a method like that. Instead of `keep_columns`, we can name it `select_columns` to be more aligned with PyArrow's naming convention (`pa.Table.select`).", "Hi, I am a newbie to open source and would like to contribute. @mariosasko can I take up this issue ?", "Hey, I also wa...
2023-01-26T12:28:09
2023-01-27T19:48:50
null
NONE
null
### 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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[ "ah didn't read well - it's all good", "or maybe it isn't ? `-c huggingface -c conda-forge` installs from HF or from conda-forge ?", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | ...
2023-01-26T10:03:01
2023-01-26T18:32:16
2023-01-26T18:29:37
MEMBER
null
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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[ "Thanks !\r\n`os.path.join` will use a backslash `\\` on windows which will also fail. You can use this instead in `load_from_disk`:\r\n```python\r\nfrom .filesystems import is_remote_filesystem\r\n\r\nis_local = not is_remote_filesystem(fs)\r\npath_join = os.path.join if is_local else posixpath.join\r\n```", "Th...
2023-01-26T03:25:45
2023-01-26T17:08:57
2023-01-26T16:59:11
CONTRIBUTOR
null
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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2023-01-26T01:45:45
2023-01-26T08:48:45
2023-01-26T08:48:45
NONE
null
### 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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[ "Thanks for reporting, @sarahwie.\r\n\r\nPlease note this issue was already fixed in `datasets` 2.6.0 version:\r\n- #5040\r\n\r\nIf you update your `datasets` version, you will be able to load the dataset:\r\n```\r\npip install -U datasets\r\n```", "Oops, missed that I needed to upgrade. Thanks!" ]
2023-01-26T00:43:23
2023-01-27T05:44:31
2023-01-26T07:41:58
NONE
null
### 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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