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https://api.github.com/repos/huggingface/datasets/issues/6345
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6,345
support squad structure datasets using a YAML parameter
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2023-10-23T17:55:37
2023-10-23T17:55:37
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NONE
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### Feature request Since the squad structure is widely used, I think it could be beneficial to support it using a YAML parameter. could you implement automatic data loading of squad-like data using squad JSON format, to read it from JSON files and view it in the correct squad structure. The dataset structure should...
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6,344
set dev version
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2023-10-23T15:13:28
2023-10-23T15:24:31
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6,343
Remove unused argument in `_get_data_files_patterns`
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6,342
Release: 2.14.6
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2023-10-23T14:43:26
2023-10-23T15:21:54
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https://api.github.com/repos/huggingface/datasets/issues/6340
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6,340
Release 2.14.5
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2023-10-23T11:10:22
2023-10-23T14:20:46
2023-10-23T11:12:40
MEMBER
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(wrong release number - I was continuing the 2.14 branch but 2.14.5 was released from `main`)
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6,339
minor release step improvement
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PR_kwDODunzps5dg_sb
6,338
pin fsspec before it switches to glob.glob
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2023-10-23T10:50:54
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6,337
Pin supported upper version of fsspec
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2023-10-23T10:44:16
2023-10-23T12:13:20
2023-10-23T12:04:36
MEMBER
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Pin upper version of `fsspec` to avoid disruptions introduced by breaking changes (and the need of urgent patch releases with hotfixes) on each release on their side. See: - #6331 - #6210 - #5731 - #5617 - #5447 I propose that we explicitly test, introduce fixes and support each new `fsspec` version release. ...
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unpin-fsspec
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2023-10-23T10:16:46
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Support fsspec 2023.10.0
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2023-10-23T09:29:17
2023-10-23T11:22:31
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Fix #6333.
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datasets.filesystems: fix is_remote_filesystems
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2023-10-23T09:17:54
2023-10-23T17:30:55
2023-10-23T10:14:10
CONTRIBUTOR
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Close #6330 `fsspec.implementations.LocalFilesystem.protocol` was changed from `str` "file" to `tuple[str,...]` ("file", "local") in `fsspec>=2023.10.0` This commit supports both styles.
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Support fsspec 2023.10.0
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MEMBER
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Once root issue is fixed, remove temporary pin of fsspec < 2023.10.0 introduced by: - #6331 Related to issue: - #6330 As @ZachNagengast suggested, the issue might be related to: - https://github.com/fsspec/filesystem_spec/pull/1381
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6,332
Replace deprecated license_file in setup.cfg
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2023-10-23T09:05:26
2023-10-23T12:16:24
null
MEMBER
null
Replace deprecated license_file in `setup.cfg`. See: https://github.com/huggingface/datasets/actions/runs/6610930650/job/17953825724?pr=6331 ``` /tmp/pip-build-env-a51hls20/overlay/lib/python3.8/site-packages/setuptools/config/setupcfg.py:293: _DeprecatedConfig: Deprecated config in `setup.cfg` !! ...
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1,956,671,256
PR_kwDODunzps5dgRQt
6,331
Temporarily pin fsspec < 2023.10.0
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2023-10-23T08:51:50
2023-10-23T09:26:42
2023-10-23T09:17:55
MEMBER
null
Temporarily pin fsspec < 2023.10.0 until permanent solution is found. Hot fix #6330. See: https://github.com/huggingface/datasets/actions/runs/6610904287/job/17953774987 ``` ... ERROR tests/test_iterable_dataset.py::test_iterable_dataset_from_file - NotImplementedError: Loading a dataset cached in a LocalFileS...
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1,956,053,294
I_kwDODunzps50lwEu
6,330
Latest fsspec==2023.10.0 issue with streaming datasets
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2023-10-22T20:57:10
2023-10-23T09:17:56
2023-10-23T09:17:56
CONTRIBUTOR
null
### Describe the bug Loading a streaming dataset with this version of fsspec fails with the following error: `NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet.` I suspect the issue is with this PR https://github.com/fsspec/filesystem_spec/pull/1381 ### Steps ...
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6,329
شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
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2023-10-22T11:07:46
2023-10-23T09:22:58
2023-10-23T09:22:58
NONE
null
شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
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شبکه های متن به گفتار ابتدا متن داده شده را به بازنمایی میانی
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2023-10-22T11:07:21
2023-10-23T09:22:38
2023-10-23T09:22:38
NONE
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FileNotFoundError when trying to load the downloaded dataset with `load_dataset(..., streaming=True)`
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2023-10-21T12:27:03
2023-10-23T18:50:07
2023-10-23T18:50:07
NONE
null
### Describe the bug Hi, I'm trying to load the dataset `togethercomputer/RedPajama-Data-1T-Sample` with `load_dataset` in streaming mode, i.e., `streaming=True`, but `FileNotFoundError` occurs. ### Steps to reproduce the bug I've downloaded the dataset and save it to the cache dir in advance. My hope is loadi...
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6,326
Create battery_analysis.py
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2023-10-21T10:07:48
2023-10-23T14:56:20
2023-10-23T14:56:20
NONE
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6,325
Create battery_analysis.py
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2023-10-21T10:06:37
2023-10-23T14:55:58
2023-10-23T14:55:58
NONE
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6,324
Conversion to Arrow fails due to wrong type heuristic
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2023-10-20T23:20:58
2023-10-23T20:52:57
2023-10-23T20:52:57
NONE
null
### Describe the bug I have a list of dictionaries with valid/JSON-serializable values. One key is the denominator for a paragraph. In 99.9% of cases its a number, but there are some occurences of '1a', '2b' and so on. If trying to convert this list to a dataset with `Dataset.from_list()`, I always get `ArrowI...
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6,323
Loading dataset from large GCS bucket very slow since 2.14
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2023-10-20T12:59:55
2023-10-20T12:59:55
null
NONE
null
### Describe the bug Since updating to >2.14 we have very slow access to our parquet files on GCS when loading a dataset (>30 min vs 3s). Our GCS bucket has many objects and resolving globs is very slow. I could track down the problem to this change: https://github.com/huggingface/datasets/blame/bade7af74437347a76083...
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Fix regex `get_data_files` formatting for base paths
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2023-10-19T19:45:10
2023-10-23T14:40:45
2023-10-23T14:31:21
CONTRIBUTOR
null
With this pr https://github.com/huggingface/datasets/pull/6309, it is formatting the entire base path into regex, which results in the undesired formatting error `doesn't match the pattern` because of the line in `glob_pattern_to_regex`: `.replace("//", "/")`: - Input: `hf://datasets/...` - Output: `hf:/datasets/...`...
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Fix typos
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2023-10-19T16:24:35
2023-10-19T17:18:00
2023-10-19T17:07:35
CONTRIBUTOR
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1,952,618,316
I_kwDODunzps50YpdM
6,320
Dataset slice splits can't load training and validation at the same time
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2023-10-19T16:09:22
2023-10-19T18:36:18
null
NONE
null
### Describe the bug According to the [documentation](https://huggingface.co/docs/datasets/v2.14.5/loading#slice-splits) is should be possible to run the following command: `train_test_ds = datasets.load_dataset("bookcorpus", split="train+test")` to load the train and test sets from the dataset. However ex...
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1,952,101,717
I_kwDODunzps50WrVV
6,319
Datasets.map is severely broken
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2023-10-19T12:19:33
2023-10-22T08:07:23
null
NONE
null
### Describe the bug Regardless of how many cores I used, I have 16 or 32 threads, map slows down to a crawl at around 80% done, lingers maybe until 97% extremely slowly and NEVER finishes the job. It just hangs. After watching this for 27 hours I control-C out of it. Until the end one process appears to be doing s...
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PR_kwDODunzps5dRC9V
6,318
Deterministic set hash
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2023-10-19T12:19:13
2023-10-19T16:27:20
2023-10-19T16:16:31
MEMBER
null
Sort the items in a set according to their `datasets.fingerprint.Hasher.hash` hash to get a deterministic hash of sets. This is useful to get deterministic hashes of tokenizers that use a trie based on python sets. reported in https://github.com/huggingface/datasets/issues/3847
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1,951,965,668
I_kwDODunzps50WKHk
6,317
sentiment140 dataset unavailable
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2023-10-19T11:25:21
2023-10-19T13:04:56
2023-10-19T13:04:56
NONE
null
### Describe the bug loading the dataset using load_dataset("sentiment140") returns the following error ConnectionError: Couldn't reach http://cs.stanford.edu/people/alecmgo/trainingandtestdata.zip (error 403) ### Steps to reproduce the bug Run the following code (version should not matter). ``` from data...
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1,951,819,869
PR_kwDODunzps5dQGpg
6,316
Fix loading Hub datasets with CSV metadata file
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2023-10-19T10:21:34
2023-10-20T06:23:21
2023-10-20T06:14:09
MEMBER
null
Currently, the reading of the metadata file infers the file extension (.jsonl or .csv) from the passed filename. However, downloaded files from the Hub don't have file extension. For example: - the original file: `hf://datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5916a4-16977085077831/metadata.jsonl` - correspon...
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1,951,800,819
I_kwDODunzps50Vh3z
6,315
Hub datasets with CSV metadata raise ArrowInvalid: JSON parse error: Invalid value. in row 0
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2023-10-19T10:11:29
2023-10-20T06:14:10
2023-10-20T06:14:10
MEMBER
null
When trying to load a Hub dataset that contains a CSV metadata file, it raises an `ArrowInvalid` error: ``` E pyarrow.lib.ArrowInvalid: JSON parse error: Invalid value. in row 0 pyarrow/error.pxi:100: ArrowInvalid ``` See: https://huggingface.co/datasets/lukarape/public_small_papers/discussions/1
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PR_kwDODunzps5dPo25
6,314
Support creating new branch in push_to_hub
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2023-10-19T09:12:39
2023-10-19T09:20:06
2023-10-19T09:19:48
NONE
null
This adds support for creating a new branch when pushing a dataset to the hub. Tested both methods locally and branches are created.
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1,951,527,712
PR_kwDODunzps5dPGmL
6,313
Fix commit message formatting in multi-commit uploads
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2023-10-19T07:53:56
2023-10-20T14:06:13
2023-10-20T13:57:39
CONTRIBUTOR
null
Currently, the commit message keeps on adding: - `Upload dataset (part 00000-of-00002)` - `Upload dataset (part 00000-of-00002) (part 00001-of-00002)` Introduced in https://github.com/huggingface/datasets/pull/6269 This PR fixes this issue to have - `Upload dataset (part 00000-of-00002)` - `Upload dataset...
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6,312
docs: resolving namespace conflict, refactored variable
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2023-10-18T16:10:59
2023-10-19T16:31:59
2023-10-19T16:23:07
CONTRIBUTOR
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In docs of about_arrow.md, in the below example code ![image](https://github.com/huggingface/datasets/assets/74114936/fc70e152-e15f-422e-949a-1c4c4c9aa116) The variable name 'time' was being used in a way that could potentially lead to a namespace conflict with Python's built-in 'time' module. It is not a good conven...
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I_kwDODunzps50MAih
6,311
cast_column to Sequence with length=4 occur exception raise in datasets/table.py:2146
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2023-10-18T09:38:05
2023-10-20T10:17:43
null
NONE
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### Describe the bug i load a dataset from local csv file which has 187383612 examples, then use `map` to generate new columns for test. here is my code : ``` import os from datasets import load_dataset from datasets.features import Sequence, Value def add_new_path(example): example["ais_bbox"] =...
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6,310
Add return_file_name in load_dataset
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2023-10-17T13:36:57
2023-10-20T13:47:56
null
NONE
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Proposition to fix #5806. Added an optional parameter `return_file_name` in the dataset builder config. When set to `True`, the function will include the file name corresponding to the sample in the returned output. There is a difference between arrow-based and folder-based datasets to return the file name: - fo...
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6,309
Fix get_data_patterns for directories with the word data twice
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2023-10-17T09:00:39
2023-10-18T14:01:52
2023-10-18T13:50:35
MEMBER
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Before the fix, `get_data_patterns` inferred wrongly the split name for paths with the word "data" twice: - For the URL path: `hf://datasets/piuba-bigdata/articles_and_comments@f328d536425ae8fcac5d098c8408f437bffdd357/data/train-00001-of-00009.parquet` (note the org name `piuba-bigdata/` ending with `data/`) - The in...
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module 'resource' has no attribute 'error'
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2023-10-17T08:08:54
2023-10-18T12:48:37
null
NONE
null
### Describe the bug just run import: `from datasets import load_dataset` and then: ``` File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\__init__.py", line 22, in <module> from .arrow_dataset import Dataset File "C:\ProgramData\anaconda3\envs\py310\lib\site-packages\datasets\arrow...
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6,307
Fix typo in code example in docs
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2023-10-17T02:28:50
2023-10-17T12:59:26
2023-10-17T06:36:19
CONTRIBUTOR
null
null
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6,306
pyinstaller : OSError: could not get source code
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2023-10-17T01:41:51
2023-10-18T14:03:43
2023-10-18T14:03:42
NONE
null
### Describe the bug I ran a package with pyinstaller and got the following error: ### Steps to reproduce the bug ``` ... File "datasets\__init__.py", line 52, in <module> File "<frozen importlib._bootstrap>", line 1027, in _find_and_load File "<frozen importlib._bootstrap>", line 1006, in _find_an...
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1,946,010,912
I_kwDODunzps5z_cUg
6,305
Cannot load dataset with `2.14.5`: `FileNotFound` error
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2023-10-16T20:11:27
2023-10-18T13:50:36
2023-10-18T13:50:36
NONE
null
### Describe the bug I'm trying to load [piuba-bigdata/articles_and_comments] and I'm stumbling with this error on `2.14.5`. However, this works on `2.10.0`. ### Steps to reproduce the bug [Colab link](https://colab.research.google.com/drive/1SAftFMQnFE708ikRnJJHIXZV7R5IBOCE#scrollTo=r2R2ipCCDmsg) ```python D...
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PR_kwDODunzps5c7-4q
6,304
Update README.md
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2023-10-16T19:10:39
2023-10-17T15:13:37
2023-10-17T15:04:52
CONTRIBUTOR
null
Fixed typos in ReadMe and added punctuation marks Tensorflow --> TensorFlow
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1,943,466,532
I_kwDODunzps5z1vIk
6,303
Parquet uploads off-by-one naming scheme
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2023-10-14T18:31:03
2023-10-16T16:33:21
null
CONTRIBUTOR
null
### Describe the bug I noticed this numbering scheme not matching up in a different project and wanted to raise it as an issue for discussion, what is the actual proper way to have these stored? <img width="425" alt="image" src="https://github.com/huggingface/datasets/assets/1981179/3ffa2144-7c9a-446f-b521-a5e9db71...
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1,942,096,078
I_kwDODunzps5zwgjO
6,302
ArrowWriter/ParquetWriter `write` method does not increase `_num_bytes` and hence datasets not sharding at `max_shard_size`
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2023-10-13T14:43:36
2023-10-17T06:52:12
2023-10-17T06:52:11
NONE
null
### Describe the bug An example from [1], does not work when limiting shards with `max_shard_size`. Try the following example with low `max_shard_size`, such as: ```python builder.download_and_prepare(output_dir, storage_options=storage_options, file_format="parquet", max_shard_size="10MB") ``` The reason f...
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6,301
Unpin `tensorflow` maximum version
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2023-10-12T14:58:07
2023-10-12T15:58:20
2023-10-12T15:49:54
CONTRIBUTOR
null
Removes the temporary pin introduced in #6264
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Unpin `jax` maximum version
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2023-10-12T14:42:40
2023-10-12T16:37:55
2023-10-12T16:28:57
CONTRIBUTOR
null
fix #6299 fix #6202
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I_kwDODunzps5znLLW
6,299
Support for newer versions of JAX
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2023-10-12T10:03:46
2023-10-12T16:28:59
2023-10-12T16:28:59
NONE
null
### Feature request Hi, I like your idea of adapting the datasets library to be usable with JAX. Thank you for that. However, in your [setup.py](https://github.com/huggingface/datasets/blob/main/setup.py), you enforce old versions of JAX <= 0.3... It is very cumbersome ! What is the rationale for such a lim...
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6,298
Doc readme improvements
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2023-10-11T21:51:12
2023-10-12T12:47:15
2023-10-12T12:38:19
CONTRIBUTOR
null
Changes in the doc READMe: * adds two new sections (to be aligned with `transformers` and `hfh`): "Previewing the documentation" and "Writing documentation examples" * replaces the mentions of `transformers` with `datasets` * fixes some dead links
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6,297
Fix ArrayXD cast
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2023-10-11T21:14:59
2023-10-13T13:54:00
2023-10-13T13:45:30
CONTRIBUTOR
null
Fix #6291
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6,296
Move `exceptions.py` to `utils/exceptions.py`
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2023-10-11T18:28:00
2023-10-17T13:25:33
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CONTRIBUTOR
null
I didn't notice the path while reviewing the PR yesterday :(
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Fix parquet columns argument in streaming mode
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2023-10-11T10:01:01
2023-10-11T16:30:24
2023-10-11T16:21:36
MEMBER
null
It was failing when there's a DatasetInfo with non-None info.features from the YAML (therefore containing columns that should be ignored) Fix https://github.com/huggingface/datasets/issues/6293
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IndexError: Invalid key is out of bounds for size 0 despite having a populated dataset
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2023-10-11T09:59:38
2023-10-17T11:24:06
2023-10-17T11:24:06
NONE
null
### Describe the bug I am encountering an `IndexError` when trying to access data from a DataLoader which wraps around a dataset I've loaded using the `datasets` library. The error suggests that the dataset size is `0`, but when I check the length and print the dataset, it's clear that it has `1166` entries. ### Step...
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6,293
Choose columns to stream parquet data in streaming mode
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2023-10-11T08:59:36
2023-10-11T16:21:38
2023-10-11T16:21:38
MEMBER
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Currently passing columns= to load_dataset in streaming mode fails ``` Tried to load parquet data with columns '['link']' with mismatching features '{'caption': Value(dtype='string', id=None), 'image': {'bytes': Value(dtype='binary', id=None), 'path': Value(dtype='null', id=None)}, 'link': Value(dtype='string', id=...
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how to load the image of dtype float32 or float64
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2023-10-11T07:27:16
2023-10-11T13:19:11
null
NONE
null
_FEATURES = datasets.Features( { "image": datasets.Image(), "text": datasets.Value("string"), }, ) The datasets builder seems only support the unit8 data. How to load the float dtype data?
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6,291
Casting type from Array2D int to Array2D float crashes
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2023-10-10T20:10:10
2023-10-13T13:45:31
2023-10-13T13:45:31
NONE
null
### Describe the bug I am on a school project and the initial type for feature annotations are `Array2D(shape=(None, 4))`. I am trying to cast this type to a `float64` and pyarrow gives me this error : ``` Traceback (most recent call last): File "/home/alan/dev/ClassezDesImagesAvecDesAlgorithmesDeDeeplearnin...
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6,290
Incremental dataset (e.g. `.push_to_hub(..., append=True)`)
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2023-10-10T15:18:03
2023-10-13T16:05:26
null
CONTRIBUTOR
null
### Feature request Have the possibility to do `ds.push_to_hub(..., append=True)`. ### Motivation Requested in this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/3#65252597c4edc168202a5eaa) and this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/4#6524f675...
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testing doc-builder
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2023-10-10T15:17:29
2023-10-13T08:57:14
2023-10-13T08:56:48
CONTRIBUTOR
null
testing https://github.com/huggingface/doc-builder/pull/426
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Dataset.from_pandas with a DataFrame of PIL.Images
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2023-10-10T10:29:16
2023-10-20T18:23:05
null
MEMBER
null
Currently type inference doesn't know what to do with a Pandas Series of PIL.Image objects, though it would be nice to get a Dataset with the Image type this way
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