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https://api.github.com/repos/huggingface/datasets/issues/5566
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5,566
Directly reading parquet files in a s3 bucket from the load_dataset method
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2023-02-22T22:13:40
2023-02-23T11:03:29
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### Feature request Right now, we have to read the get the parquet file to the local storage. So having ability to read given the bucket directly address would be benificial ### Motivation In a production set up, this feature can help us a lot. So we do not need move training datafiles in between storage. ### Yo...
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5,565
Add writer_batch_size for ArrowBasedBuilder
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2023-02-22T15:09:30
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This way we can control the size of the record_batches/row_groups of arrow/parquet files. This can be useful for `datasets-server` to keep control of the row groups size which can affect random access performance for audio/image/video datasets
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Set dev version
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Release: 2.10.0
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Update csv.py
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2023-02-22T07:56:10
2023-02-23T11:07:49
2023-02-23T11:00:58
CONTRIBUTOR
null
Removed mangle_dup_cols=True from BuilderConfig. It triggered following deprecation warning: /usr/local/lib/python3.8/dist-packages/datasets/download/streaming_download_manager.py:776: FutureWarning: the 'mangle_dupe_cols' keyword is deprecated and will be removed in a future version. Please take steps to stop the ...
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Add pre-commit config yaml file to enable automatic code formatting
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2023-02-21T17:35:07
2023-02-22T20:41:11
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CONTRIBUTOR
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@huggingface/datasets do you think it would be useful? Motivation - sometimes PRs are like 30% "fix: style" commits :) If so - I need to double check the config but for me locally it works as expected.
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5,560
Ensure last tqdm update in `map`
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2023-02-21T16:56:17
2023-02-21T18:26:23
2023-02-21T18:19:09
CONTRIBUTOR
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This PR modifies `map` to: * ensure the TQDM bar gets the last progress update * when a map function fails, avoid throwing a chained exception in the single-proc mode
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Fix map suffix_template
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2023-02-21T15:26:26
2023-02-21T17:21:37
2023-02-21T17:14:29
MEMBER
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#5455 introduced a small bug that lead `map` to ignore the `suffix_template` argument and not put suffixes to cached files in multiprocessing. I fixed this and also improved a few things: - regarding logging: "Loading cached processed dataset" is now logged only once even in multiprocessing (it used to be logged ...
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Remove instructions for `ffmpeg` system package installation on Colab
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2023-02-21T15:13:36
2023-02-22T21:04:09
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CONTRIBUTOR
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Colab now has Ubuntu 20.04 which already has `ffmpeg` of required (>4) version.
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2023-02-21T14:04:42
2023-02-21T14:19:54
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Otherwise it would show a `Map` progress bar, since it uses `map` under the hood
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5,556
Use default audio resampling type
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2023-02-21T10:45:50
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...instead of relying on the optional librosa dependency `resampy`. It was only used for `_decode_non_mp3_file_like` anyway and not for the other ones - removing it fixes consistency between decoding methods (except torchaudio decoding) Therefore I think it is a better solution than adding `resampy` as a dependen...
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`.shuffle` throwing error `ValueError: Protocol not known: parent`
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### Describe the bug ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call last) Cell In [16], line 1 ----> 1 train_dataset = train_dataset.shuffle() File /opt/conda/envs/pytorch/lib/python3.9/site-packages/dataset...
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5,554
Add resampy dep
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2023-02-20T18:15:43
2023-02-21T12:46:10
2023-02-21T12:43:38
MEMBER
null
In librosa 0.10 they removed the `resmpy` dependency and set it to optional. However it is necessary for resampling. I added it to the "audio" extra dependencies.
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5,553
improved message error row formatting
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2023-02-20T17:29:14
2023-02-21T13:08:25
2023-02-21T12:58:12
CONTRIBUTOR
null
Solves #5539
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5,552
Make tiktoken tokenizers hashable
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2023-02-20T16:50:09
2023-02-21T13:20:42
2023-02-21T13:13:05
CONTRIBUTOR
null
Fix for https://discord.com/channels/879548962464493619/1075729627546406912/1075729627546406912
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PR_kwDODunzps5KXCof
5,551
Suggest scikit-learn instead of sklearn
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2023-02-20T16:16:57
2023-02-21T13:27:57
2023-02-21T13:21:07
CONTRIBUTOR
null
This is kinda unimportant fix but, the suggested `pip install sklearn` does not work. The current error message if sklearn is not installed: ``` ImportError: To be able to use [dataset name], you need to install the following dependency: sklearn. Please install it using 'pip install sklearn' for instance. ``` ...
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5,550
Resolve four broken refs in the docs
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2023-02-20T08:52:11
2023-02-20T15:16:13
2023-02-20T15:09:13
CONTRIBUTOR
null
Hello! ## Pull Request overview * Resolve 4 broken references in the docs ## The problems Two broken references [here](https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.Dataset.class_encode_column): ![image](https://user-images.githubusercontent.com/37621491/220056232-366b64dc-33c9-...
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5,549
Apply ruff flake8-comprehension checks
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2023-02-19T20:09:28
2023-02-22T16:45:10
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Fix #5548 Apply ruff's flake8-comprehension checks for better performance, and more readable code.
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5,548
Apply flake8-comprehensions to codebase
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2023-02-19T20:05:38
2023-02-19T20:05:38
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### Feature request Apply ruff flake8 comprehension checks to codebase. ### Motivation This should strictly improve the performance / readability of the codebase by removing unnecessary iteration, function calls, etc. This should generate better Python bytecode which should strictly improve performance. I alread...
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1,590,468,200
PR_kwDODunzps5KRmcf
5,547
Add JAX device selection when formatting
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2023-02-18T20:57:40
2023-02-21T16:10:55
2023-02-21T16:04:03
CONTRIBUTOR
null
## What's in this PR? After exploring for a while the JAX integration in 🤗`datasets`, I found out that, even though JAX prioritizes the TPU and GPU as the default device when available, the `JaxFormatter` doesn't let you specify the device where you want to place the `jax.Array`s in case you don't want to rely on J...
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I_kwDODunzps5eysJt
5,546
Downloaded datasets do not cache at $HF_HOME
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2023-02-18T13:30:35
2023-02-21T13:18:04
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### Describe the bug In the huggingface course (https://huggingface.co/course/chapter3/2?fw=pt) it said that if we set HF_HOME, downloaded datasets would be cached at specified address but it does not. downloaded models from checkpoint names are downloaded and cached at HF_HOME but this is not the case for datasets, t...
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5,545
Added return methods for URL-references to the pushed dataset
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2023-02-18T11:26:25
2023-02-21T14:17:28
null
NONE
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Hi, I was missing the ability to easily open the pushed dataset and it seemed like a quick fix. Maybe we also want to log this info somewhere, but let me know if I need to add that too. Cheers, David
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the pile datasets url seems to change back
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2023-02-17T08:40:11
2023-02-21T06:37:00
2023-02-20T08:41:33
NONE
null
### Describe the bug in #3627, the host url of the pile dataset became `https://mystic.the-eye.eu`. Now the new url is broken, but `https://the-eye.eu` seems to work again. ### Steps to reproduce the bug ```python3 from datasets import load_dataset dataset = load_dataset("bookcorpusopen") ``` shows ```python3 ...
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5,542
Avoid saving sparse ChunkedArrays in pyarrow tables
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2023-02-17T01:52:38
2023-02-17T19:20:49
2023-02-17T11:12:32
CONTRIBUTOR
null
Fixes https://github.com/huggingface/datasets/issues/5541
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Flattening indices in selected datasets is extremely inefficient
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2023-02-17T01:52:24
2023-02-22T13:15:20
2023-02-17T11:12:33
CONTRIBUTOR
null
### Describe the bug If we perform a `select` (or `shuffle`, `train_test_split`, etc.) operation on a dataset , we end up with a dataset with an `indices_table`. Currently, flattening such dataset consumes a lot of memory and the resulting flat dataset contains ChunkedArrays with as many chunks as there are rows. Thi...
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Tutorial for creating a dataset
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2023-02-16T22:09:35
2023-02-17T18:50:46
2023-02-17T18:41:28
MEMBER
null
A tutorial for creating datasets based on the folder-based builders and `from_dict` and `from_generator` methods. I've also mentioned loading scripts as a next step, but I think we should keep the tutorial focused on the low-code methods. Let me know what you think! 🙂
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IndexError: invalid index of a 0-dim tensor. Use `tensor.item()` in Python or `tensor.item<T>()` in C++ to convert a 0-dim tensor to a number
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2023-02-16T16:08:51
2023-02-22T10:30:30
2023-02-21T13:03:57
NONE
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### Describe the bug When dataset contains a 0-dim tensor, formatting.py raises a following error and fails. ```bash Traceback (most recent call last): File "<path>/lib/python3.8/site-packages/datasets/formatting/formatting.py", line 501, in format_row return _unnest(formatted_batch) File "<path>/lib/py...
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load_dataset in seaborn is not working for me. getting this error.
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2023-02-16T14:01:58
2023-02-16T14:44:36
2023-02-16T14:44:36
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TimeoutError Traceback (most recent call last) ~\anaconda3\lib\urllib\request.py in do_open(self, http_class, req, **http_conn_args) 1345 try: -> 1346 h.request(req.get_method(), req.selector, req.data, headers, 1347 encode_chu...
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Increase speed of data files resolution
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2023-02-16T12:11:45
2023-02-16T12:11:45
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MEMBER
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Certain datasets like `bigcode/the-stack-dedup` have so many files that loading them takes forever right from the data files resolution step. `datasets` uses file patterns to check the structure of the repository but it takes too much time to iterate over and over again on all the data files. This come from `reso...
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Failure to hash function when using .map()
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2023-02-16T03:12:07
2023-02-22T13:11:14
2023-02-16T14:56:41
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### Describe the bug _Parameter 'function'=<function process at 0x7f1ec4388af0> of the transform datasets.arrow_dataset.Dataset.\_map_single couldn't be hashed properly, a random hash was used instead. Make sure your transforms and parameters are serializable with pickle or dill for the dataset fingerprinting and ca...
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Add JAX-formatting documentation
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2023-02-15T20:35:11
2023-02-20T10:39:42
2023-02-20T10:32:39
CONTRIBUTOR
null
## What's in this PR? As a follow-up of #5522, I've created this entry in the documentation to explain how to use `.with_format("jax")` and why is it useful. @lhoestq Feel free to drop any feedback and/or suggestion, as probably more useful features can be included there!
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map() breaks at certain dataset size when using Array3D
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2023-02-15T16:34:25
2023-02-15T17:12:02
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### Describe the bug `map()` magically breaks when using a `Array3D` feature and mapping it. I created a very simple dummy dataset (see below). When filtering it down to 95 elements I can apply map, but it breaks when filtering it down to just 96 entries with the following exception: ``` Traceback (most recent cal...
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Add reduce function
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2023-02-15T13:44:01
2023-02-22T19:05:00
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This PR closes #5496 . I tried to imitate the `reduce`-method from `functools`, i.e. the function input must be a binary operation. I assume that the input type has an empty element, i.e. `input_type()` is defined, as the acumulant is instantiated as this object - im not sure that is this a reasonable assumption? ...
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train_test_split in arrow_dataset does not ensure to keep single classes in test set
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2023-02-14T16:52:29
2023-02-15T16:09:19
2023-02-15T16:09:19
NONE
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### Describe the bug When I have a dataset with very few (e.g. 1) examples per class and I call the train_test_split function on it, sometimes the single class will be in the test set. thus will never be considered for training. ### Steps to reproduce the bug ``` import numpy as np from datasets import Dataset ...
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Invalid Arrow data from JSONL
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2023-02-14T15:39:49
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This code fails: ```python from datasets import Dataset ds = Dataset.from_json(path_to_file) ds.data.validate() ``` raises ```python ArrowInvalid: Column 2: In chunk 1: Invalid: Struct child array #3 invalid: Invalid: Length spanned by list offsets (4064) larger than values array (length 4063) ``` This ...
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Add missing license in `NumpyFormatter`
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2023-02-13T19:33:23
2023-02-14T14:40:41
2023-02-14T12:23:58
CONTRIBUTOR
null
## What's in this PR? As discussed with @lhoestq in https://github.com/huggingface/datasets/pull/5522, the license for `NumpyFormatter` at `datasets/formatting/np_formatter.py` was missing, but present on the rest of the `formatting/*.py` files. So this PR is basically to include it there.
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5,529
Fix `datasets.load_from_disk`, `DatasetDict.load_from_disk` and `Dataset.load_from_disk`
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2023-02-13T14:54:55
2023-02-23T11:14:39
null
CONTRIBUTOR
null
## What's in this PR? After playing around a little bit with 🤗`datasets` in Google Cloud Storage (GCS), I found out some things that should be fixed IMO in the code: * `datasets.load_from_disk` is not checking whether `state.json` is there too when trying to load a `Dataset`, just `dataset_info.json` is checked ...
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5,528
Push to hub in a pull request
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2023-02-13T11:43:47
2023-02-21T21:13:28
null
NONE
null
Fixes #5492. Introduce new kwarg `create_pr` in `push_to_hub`, which is passed to `HFapi.upload_file`.
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5,527
Fix benchmarks CI - pin protobuf
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2023-02-12T11:51:25
2023-02-13T10:29:03
2023-02-13T09:24:16
MEMBER
null
fix https://github.com/huggingface/datasets/actions/runs/4156059127/jobs/7189576331
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PR_kwDODunzps5JwVol
5,526
Allow loading/saving of FAISS index using fsspec
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2023-02-10T23:37:14
2023-02-22T16:37:18
null
CONTRIBUTOR
null
Fixes #5428 Allow loading/saving of FAISS index using fsspec: 1. Simply use BufferedIOWriter/Reader to Read/Write indices on fsspec stream. 2. Needed `mockfs` in the test, so I took it out of the `TestCase`. Let me know if that makes sense. I can work on the documentation once the code changes are approved.
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TypeError: Couldn't cast array of type string to null
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2023-02-10T21:12:36
2023-02-14T17:41:08
2023-02-14T09:35:49
NONE
null
### Describe the bug Processing a dataset I alredy uploaded to the Hub (https://huggingface.co/datasets/tj-solergibert/Europarl-ST) I found that for some splits and some languages (test split, source_lang = "nl") after applying a map function I get the mentioned error. I alredy tried reseting the shorter strings...
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[INVALID PR]
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2023-02-10T19:35:50
2023-02-10T19:51:45
2023-02-10T19:49:12
CONTRIBUTOR
null
Hi to whoever is reading this! 🤗 ## What's in this PR? ~~Basically, I've removed the 🤗`datasets` installation as `python -m pip install ".[quality]" in the `check_code_quality` job in `.github/workflows/ci.yaml`, as we don't need to install the whole package to run the CI, unless that's done on purpose e.g. to ...
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5,523
Checking that split name is correct happens only after the data is downloaded
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2023-02-10T19:13:03
2023-02-10T19:14:50
null
CONTRIBUTOR
null
### Describe the bug Verification of split names (=indexing data by split) happens after downloading the data. So when the split name is incorrect, users learn about that only after the data is fully downloaded, for large datasets it might take a lot of time. ### Steps to reproduce the bug Load any dataset with rand...
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PR_kwDODunzps5JvTVp
5,522
Minor changes in JAX-formatting docstrings & type-hints
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2023-02-10T19:05:00
2023-02-15T14:48:27
2023-02-15T13:19:06
CONTRIBUTOR
null
Hi to whoever is reading this! 🤗 ## What's in this PR? I was exploring the code regarding the `JaxFormatter` implemented in 🤗`datasets`, and found some things that IMO could be changed. Those are mainly regarding the docstrings and the type-hints based on `jax`'s 0.4.1 release where `jax.Array` was introduced a...
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5,521
Fix bug when casting empty array to class labels
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2023-02-09T18:47:59
2023-02-13T20:40:48
2023-02-12T11:17:17
CONTRIBUTOR
null
Fix https://github.com/huggingface/datasets/issues/5520.
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ClassLabel.cast_storage raises TypeError when called on an empty IntegerArray
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2023-02-09T18:46:52
2023-02-12T11:17:18
2023-02-12T11:17:18
CONTRIBUTOR
null
### Describe the bug `ClassLabel.cast_storage` raises `TypeError` when called on an empty `IntegerArray`. ### Steps to reproduce the bug Minimal steps: ```python import pyarrow as pa from datasets import ClassLabel ClassLabel(names=['foo', 'bar']).cast_storage(pa.array([], pa.int64())) ``` In practice, thi...
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Format code with `ruff`
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2023-02-09T17:50:21
2023-02-14T16:28:27
2023-02-14T16:18:38
CONTRIBUTOR
null
Use `ruff` for formatting instead of `isort` and `black` to be consistent with [`transformers`](https://github.com/huggingface/transformers/pull/21480) and [`hfh`](https://github.com/huggingface/huggingface_hub/pull/1323). TODO: - [x] ~Merge the community contributors' PR to avoid having to run `make style` on thei...
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Remove py.typed
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2023-02-09T16:22:29
2023-02-13T13:55:49
2023-02-13T13:48:40
CONTRIBUTOR
null
Fix https://github.com/huggingface/datasets/issues/3841
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5,517
`with_format("numpy")` silently downcasts float64 to float32 features
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2023-02-09T14:18:00
2023-02-14T15:38:54
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### Describe the bug When I create a dataset with a `float64` feature, then apply numpy formatting the returned numpy arrays are silently downcasted to `float32`. ### Steps to reproduce the bug ```python import datasets dataset = datasets.Dataset.from_dict({'a': [1.0, 2.0, 3.0]}).with_format("numpy") print(...
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Reload features from Parquet metadata
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2023-02-09T10:52:15
2023-02-12T16:00:00
2023-02-12T15:57:01
CONTRIBUTOR
null
Resolves #5482. Attaches feature metadata to parquet files serialised using `Dataset.to_parquet`. This allows retrieving data with "rich" feature types (e.g., `datasets.features.image.Image` or `datasets.features.audio.Audio`) from parquet files without cumbersome casting (for an example, see #5482). @lhoest...
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Unify `load_from_cache_file` type and logic
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2023-02-09T10:04:46
2023-02-14T15:38:13
2023-02-14T14:26:42
CONTRIBUTOR
null
* Updating type annotations for #`load_from_cache_file` * Added logic for cache checking if needed * Updated documentation following the wording of `Dataset.map`
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5,514
Improve inconsistency of `Dataset.map` interface for `load_from_cache_file`
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2023-02-08T16:40:44
2023-02-14T14:26:44
2023-02-14T14:26:44
CONTRIBUTOR
null
### Feature request 1. Replace the `load_from_cache_file` default value to `True`. 2. Remove or alter checks from `is_caching_enabled` logic. ### Motivation I stumbled over an inconsistency in the `Dataset.map` interface. The documentation (and source) states for the parameter `load_from_cache_file`: ``` load_...
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