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https://api.github.com/repos/huggingface/datasets/issues/5660
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1,635,543,646
I_kwDODunzps5hfGpe
5,660
integration with imbalanced-learn
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2023-03-22T11:05:17
2023-03-22T11:05:17
null
NONE
null
### Feature request Wouldn't it be great if the various class balancing operations from imbalanced-learn were available as part of datasets? ### Motivation I'm trying to use imbalanced-learn to balance a dataset, but it's not clear how to get the two to interoperate - what would be great would be some examples. I'v...
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1,635,447,540
I_kwDODunzps5hevL0
5,659
[Audio] Soundfile/libsndfile requirements too stringent for decoding mp3 files
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2023-03-22T10:07:33
2023-03-22T13:52:11
null
CONTRIBUTOR
null
### Describe the bug I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4. The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfile`/`libsndfile` libraries for loading audio samples, regardless of their file t...
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5,658
docs: Update num_shards docs to mention num_proc on Dataset and DatasetDict
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2023-03-22T00:12:18
2023-03-22T00:14:05
null
NONE
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Closes #5653 @mariosasko
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5,656
Fix `fsspec.open` when using an HTTP proxy
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2023-03-21T15:23:29
2023-03-22T13:55:30
null
CONTRIBUTOR
null
Most HTTP(S) downloads from this library support proxy automatically by reading the `HTTP_PROXY` environment variable (et al.) because `requests` is widely used. However, in some parts of the code, `fsspec` is used, which in turn uses `aiohttp` for HTTP(S) requests (as opposed to `requests`), which in turn doesn't supp...
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5,655
Improve features decoding in to_iterable_dataset
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2023-03-21T14:18:09
2023-03-22T16:31:24
null
MEMBER
null
Following discussion at https://github.com/huggingface/datasets/pull/5589 Right now `to_iterable_dataset` on images/audio hurts iterable dataset performance a lot (e.g. x4 slower because it encodes+decodes images/audios unnecessarily). I fixed it by providing a generator that yields undecoded examples
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1,633,523,705
I_kwDODunzps5hXZf5
5,654
Offset overflow when executing Dataset.map
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2023-03-21T09:33:27
2023-03-21T10:32:07
null
NONE
null
### Describe the bug Hi, I'm trying to use `.map` method to cache multiple random crops from the image to speed up data processing during training, as the image size is too big. The map function executes all iterations, and then returns the following error: ```bash Traceback (most recent call last): ...
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1,633,254,159
I_kwDODunzps5hWXsP
5,653
Doc: save_to_disk, `num_proc` will affect `num_shards`, but it's not documented
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2023-03-21T05:25:35
2023-03-21T13:19:57
null
NONE
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### Describe the bug [`num_proc`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.DatasetDict.save_to_disk.num_proc) will affect `num_shards`, but it's not documented ### Steps to reproduce the bug Nothing to reproduce ### Expected behavior [document of `num_shards`](https://...
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5,652
Copy features
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2023-03-20T17:17:23
2023-03-22T15:00:00
null
MEMBER
null
Some users (even internally at HF) are doing ```python dset_features = dset.features dset_features.pop(col_to_remove) dset = dset.map(..., features=dset_features) ``` Right now this causes issues because it modifies the features dict in place before the map. In this PR I modified `dset.features` to return a ...
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1,631,967,509
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5,651
expanduser in save_to_disk
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2023-03-20T12:02:18
2023-03-20T12:03:59
null
NONE
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### Describe the bug save_to_disk() does not expand `~` 1. `dataset = load_datasets("any dataset")` 2. `dataset.save_to_disk("~/data")` 3. a folder named "~" created in current folder 4. FileNotFoundError is raised, because the expanded path does not exist (`/home/<user>/data`) related issue https://github....
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5,650
load_dataset can't work correct with my image data
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2023-03-18T13:59:13
2023-03-22T12:41:48
null
NONE
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I have about 20000 images in my folder which divided into 4 folders with class names. When i use load_dataset("my_folder_name", split="train") this function create dataset in which there are only 4 images, the remaining 19000 images were not added there. What is the problem and did not understand. Tried converting imag...
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5,649
The index column created with .to_sql() is dependent on the batch_size when writing
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2023-03-18T05:25:17
2023-03-20T13:16:12
null
NONE
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### Describe the bug It seems like the "index" column is designed to be unique? The values are only unique per batch. The SQL index is not a unique index. This can be a problem, for instance, when building a faiss index on a dataset and then trying to match up ids with a sql export. ### Steps to reproduce the ...
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5,648
flatten_indices doesn't work with pandas format
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1
2023-03-17T12:44:25
2023-03-21T13:12:03
null
NONE
null
### Describe the bug Hi, I noticed that `flatten_indices` throws an error when the batch format is `pandas`. This is probably due to the fact that flatten_indices uses map internally which doesn't accept dataframes as the transformation function output ### Steps to reproduce the bug tabular_data = pd.DataFrame(np.r...
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5,647
Make all print statements optional
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2023-03-16T20:30:07
2023-03-16T20:30:07
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NONE
null
### Feature request Make all print statements optional to speed up the development ### Motivation Im loading multiple tiny datasets and all the print statements make the loading slower ### Your contribution I can help contribute
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1,627,838,762
PR_kwDODunzps5MOqjj
5,646
Allow self as key in `Features`
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2023-03-16T16:17:03
2023-03-16T17:21:58
2023-03-16T17:14:50
CONTRIBUTOR
null
Fix #5641
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1,627,108,278
I_kwDODunzps5g-7O2
5,645
Datasets map and select(range()) is giving dill error
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2023-03-16T10:01:28
2023-03-17T04:24:51
2023-03-17T04:24:51
NONE
null
### Describe the bug I'm using Huggingface Datasets library to load the dataset in google colab When I do, > data = train_dataset.select(range(10)) or > train_datasets = train_dataset.map( > process_data_to_model_inputs, > batched=True, > batch_size=batch_size, > remove_columns...
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1,626,204,046
PR_kwDODunzps5MJHUi
5,644
Allow direct cast from binary to Audio/Image
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2023-03-15T20:02:54
2023-03-16T14:20:44
2023-03-16T14:12:55
CONTRIBUTOR
null
To address https://github.com/huggingface/datasets/discussions/5593.
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5,643
Support PyArrow arrays as column values in `from_dict`
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2023-03-15T19:32:40
2023-03-16T17:23:06
2023-03-16T17:15:40
CONTRIBUTOR
null
For consistency with `pa.Table.from_pydict`, which supports both Python lists and PyArrow arrays as column values. "Fixes" https://discuss.huggingface.co/t/pyarrow-lib-floatarray-did-not-recognize-python-value-type-when-inferring-an-arrow-data-type/33417
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5,642
Bump hfh to 0.11.0
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2023-03-15T18:26:07
2023-03-20T12:34:09
2023-03-20T12:26:58
MEMBER
null
to fix errors like ``` requests.exceptions.HTTPError: 400 Client Error: Bad Request for url: https://hub-ci.huggingface.co/api/datasets/__DUMMY_TRANSFORMERS_USER__/... ``` (e.g. from this [failing CI](https://github.com/huggingface/datasets/actions/runs/4428956210/jobs/7769160997)) 0.11.0 is the current mini...
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1,625,942,730
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5,641
Features cannot be named "self"
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2023-03-15T17:16:40
2023-03-16T17:14:51
2023-03-16T17:14:51
NONE
null
### Describe the bug Hi, I noticed that we cannot create a HuggingFace dataset from Pandas DataFrame with a column named `self`. The error seems to be coming from arguments validation in the `Features.from_dict` function. ### Steps to reproduce the bug ```python import datasets dummy_pandas = pd.DataFrame([0...
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5,640
Less zip false positives
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2023-03-15T16:48:59
2023-03-16T13:47:37
2023-03-16T13:40:12
MEMBER
null
`zipfile.is_zipfile` return false positives for some Parquet files. It causes errors when loading certain parquet datasets, where some files are considered ZIP files by `zipfile.is_zipfile` This is a known issue: https://github.com/python/cpython/issues/72680 At first I wanted to rely only on magic numbers, but t...
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1,625,737,098
I_kwDODunzps5g5seK
5,639
Parquet file wrongly recognized as zip prevents loading a dataset
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2023-03-15T15:20:45
2023-03-16T13:40:14
2023-03-16T13:40:14
CONTRIBUTOR
null
### Describe the bug When trying to `load_dataset_builder` for `HuggingFaceGECLM/StackExchange_Mar2023`, extraction fails, because parquet file [devops-00000-of-00001-22fe902fd8702892.parquet](https://huggingface.co/datasets/HuggingFaceGECLM/StackExchange_Mar2023/resolve/1f8c9a2ab6f7d0f9ae904b8b922e4384592ae1a5/data...
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1,625,564,471
I_kwDODunzps5g5CU3
5,638
xPath to implement all operations for Path
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2023-03-15T13:47:11
2023-03-17T13:21:12
2023-03-17T13:21:12
MEMBER
null
### Feature request Current xPath implementation is a great extension of Path in order to work with remote objects. However some methods such as `mkdir` are not implemented correctly. It should instead rely on `fsspec` methods, instead of defaulting do `Path` methods which only work locally. ### Motivation I'm using...
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1,625,295,691
I_kwDODunzps5g4AtL
5,637
IterableDataset with_format does not support 'device' keyword for jax
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2023-03-15T11:04:12
2023-03-16T18:30:59
null
NONE
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### Describe the bug As seen here: https://huggingface.co/docs/datasets/use_with_jax dataset.with_format() supports the keyword 'device', to put data on a specific device when loaded as jax. However, when called on an IterableDataset, I got the error `TypeError: with_format() got an unexpected keyword argument 'devi...
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5,636
Fix CI: ignore C901 ("some_func" is to complex) in `ruff`
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2023-03-14T15:29:11
2023-03-14T16:37:06
2023-03-14T16:29:52
CONTRIBUTOR
null
idk if I should have added this ignore to `ruff` too, but I added :)
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1,623,682,558
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5,635
Pass custom metadata filename to Image/Audio folders
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2023-03-14T15:08:16
2023-03-22T17:50:31
null
CONTRIBUTOR
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This is a quick fix. Now it requires to pass data via `data_files` parameters and include a required metadata file there and pass its filename as `metadata_filename` parameter. For example, with the structure like: ``` data images_dir/ im1.jpg im2.jpg ... metadata_dir/ meta_file...
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5,634
Not all progress bars are showing up when they should for downloading dataset
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2023-03-13T23:04:18
2023-03-21T01:59:59
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NONE
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### Describe the bug During downloading the rotten tomatoes dataset, not all progress bars are displayed properly. This might be related to [this ticket](https://github.com/huggingface/datasets/issues/5117) as it raised the same concern but its not clear if the fix solves this issue too. ipywidgets <img width=...
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5,633
Cannot import datasets
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2023-03-13T13:14:44
2023-03-13T17:54:19
2023-03-13T17:54:19
NONE
null
### Describe the bug Hi, I cannot even import the library :( I installed it by running: ``` $ conda install datasets ``` Then I realized I should maybe use the huggingface channel, because I encountered the error below, so I ran: ``` $ conda remove datasets $ conda install -c huggingface datasets ``` Pl...
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1,621,177,391
I_kwDODunzps5goTQv
5,632
Dataset cannot convert too large dictionnary
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2023-03-13T10:14:40
2023-03-16T15:28:57
null
NONE
null
### Describe the bug Hello everyone! I tried to build a new dataset with the command "dict_valid = datasets.Dataset.from_dict({'input_values': values_array})". However, I have a very large dataset (~400Go) and it seems that dataset cannot handle this. Indeed, I can create the dataset until a certain size of m...
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I_kwDODunzps5glf7m
5,631
Custom split names
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2023-03-12T17:21:43
2023-03-13T18:13:02
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NONE
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### Feature request Hi, I participated in multiple NLP tasks where there are more than just train, test, validation splits, there could be multiple validation sets or test sets. But it seems currently only those mentioned three splits supported. It would be nice to have the support for more splits on the hub. (curren...
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5,630
adds early exit if url is `PathLike`
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2023-03-12T11:23:28
2023-03-15T11:58:38
null
NONE
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Closes #4864 Should fix errors thrown when attempting to load `json` dataset using `pathlib.Path` in `data_files` argument.
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5,629
load_dataset gives "403" error when using Financial phrasebank
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2023-03-11T07:46:39
2023-03-13T18:27:26
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When I try to load this dataset, I receive the following error: ConnectionError: Couldn't reach https://www.researchgate.net/profile/Pekka_Malo/publication/251231364_FinancialPhraseBank-v10/data/0c96051eee4fb1d56e000000/FinancialPhraseBank-v10.zip (error 403) Has this been seen before? Thanks. The website loads ...
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add kwargs to index search
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2023-03-10T21:24:58
2023-03-15T14:48:47
2023-03-15T14:46:04
CONTRIBUTOR
null
This PR proposes to add kwargs to index search methods. This is particularly useful for setting the timeout of a query on elasticsearch. A typical use case would be: ```python dset.add_elasticsearch_index("filename", es_client=es_client) scores, examples = dset.get_nearest_examples("filename", "my_name-train_2...
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Unable to load AutoTrain-generated dataset from the hub
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2023-03-10T17:25:58
2023-03-11T15:44:42
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### Describe the bug DatasetGenerationError: An error occurred while generating the dataset -> ValueError: Couldn't cast ... because column names don't match ``` ValueError: Couldn't cast _data_files: list<item: struct<filename: string>> child 0, item: struct<filename: string> child 0, filename: string ...
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Support streaming datasets with numpy.load
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2023-03-10T16:33:39
2023-03-21T06:36:05
2023-03-21T06:28:54
MEMBER
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Support streaming datasets with `numpy.load`. See: https://huggingface.co/datasets/qgallouedec/gia_dataset/discussions/1
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I_kwDODunzps5gf4zP
5,625
Allow "jsonl" data type signifier
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2023-03-10T13:21:48
2023-03-11T10:35:39
null
CONTRIBUTOR
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### Feature request `load_dataset` currently does not accept `jsonl` as type but only `json`. ### Motivation I was working with one of the `run_translation` scripts and used my own datasets (`.jsonl`) as train_dataset. But the default code did not work because ``` FileNotFoundError: Couldn't find a dataset scri...
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glue datasets returning -1 for test split
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2023-03-09T14:47:18
2023-03-09T16:49:29
2023-03-09T16:49:29
NONE
null
### Describe the bug Downloading any dataset from GLUE has -1 as class labels for test split. Train and validation have regular 0/1 class labels. This is also present in the dataset card online. ### Steps to reproduce the bug ``` dataset = load_dataset("glue", "sst2") for d in dataset: # prints out -1 ...
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Remove set_access_token usage + fail tests if FutureWarning
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2023-03-09T15:39:00
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`set_access_token` is deprecated and will be removed in `huggingface_hub>=0.14`. This PR removes it from the tests (it was not used in `datasets` source code itself). FYI, it was not needed since `set_access_token` was just setting git credentials and `datasets` doesn't seem to use git anywhere. In the future, us...
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2023-03-11T05:07:38
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2023-03-08T10:22:50
2023-03-11T00:57:18
2023-03-11T00:49:56
CONTRIBUTOR
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Adding Oracle Cloud's fsspec implementation to the list of supported cloud storage providers.
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2023-03-07T13:31:53
2023-03-08T14:01:27
2023-03-08T13:54:22
MEMBER
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Fix those for Pandas 2.0 (tested [here](https://github.com/huggingface/datasets/actions/runs/4346221280/jobs/7592010397) with pandas==2.0.0.rc0): ```python =========================== short test summary info ============================ FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_to_parquet_in_memory...
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unpin fsspec
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2023-03-07T13:22:41
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MEMBER
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close https://github.com/huggingface/datasets/issues/5618
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2023-03-07T13:39:03
2023-03-07T13:39:03
MEMBER
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Unpin `fsspec` upper version once root cause of our CI break is fixed. See: - #5614
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Fix CI by temporarily pinning fsspec < 2023.3.0
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2023-03-07T08:18:20
2023-03-07T08:44:55
2023-03-07T08:37:28
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As a hotfix for our CI, temporarily pin `fsspec`: Fix #5616. Until root cause is fixed, see: - #5614
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CI is broken after fsspec-2023.3.0 release
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As reported by @lhoestq, our CI is broken after `fsspec` 2023.3.0 release: ``` FAILED tests/test_filesystem.py::test_compression_filesystems[Bz2FileSystem] - AssertionError: assert [{'created': ...: False, ...}] == ['file.txt'] At index 0 diff: {'name': 'file.txt', 'size': 70, 'type': 'file', 'created': 1678175677...
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IterableDataset.add_column is unable to accept another IterableDataset as a parameter.
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2023-03-07T01:52:00
2023-03-09T15:24:05
2023-03-09T15:23:54
NONE
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### Describe the bug `IterableDataset.add_column` occurs an exception when passing another `IterableDataset` as a parameter. The method seems to accept only eager evaluated values. https://github.com/huggingface/datasets/blob/35b789e8f6826b6b5a6b48fcc2416c890a1f326a/src/datasets/iterable_dataset.py#L1388-L1391 ...
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Fix archive fs test
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