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1954245980
I_kwDODunzps50e21c
6323
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
NaT
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nan
### 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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1952947461
PR_kwDODunzps5dT5vG
6322
Fix regex `get_data_files` formatting for base paths
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> The reason why I used the the glob_pattern_to_regex in the entire pattern is because otherwise I got an error for Windows local paths: a base_path like 'C:\\\\Users\\\\runneradmin... made the function string_to_dict raise re.error:...
2023-10-19T19:45:10
2023-10-23T14:40:45
2023-10-23 14:31:21+00:00
CONTRIBUTOR
nan
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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1952643483
PR_kwDODunzps5dS3Mc
6321
Fix typos
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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==8.0.0\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...
2023-10-19T16:24:35
2023-10-19T17:18:00
2023-10-19 17:07:35+00:00
CONTRIBUTOR
nan
None
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https://api.github.com/repos/huggingface/datasets/issues/6320
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1952618316
I_kwDODunzps50YpdM
6320
Dataset slice splits can't load training and validation at the same time
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[ "The expression \"train+test\" concatenates the splits.\r\n\r\nThe individual splits as separate datasets can be obtained as follows:\r\n```python\r\ntrain_ds, test_ds = load_dataset(\"<dataset_name>\", split=[\"train\", \"test\"])\r\ntrain_10pct_ds, test_10pct_ds = load_dataset(\"<dataset_name>\", split=[\"train[:...
2023-10-19T16:09:22
2023-11-30T16:21:15
2023-11-30 16:21:15+00:00
NONE
nan
### 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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1952101717
I_kwDODunzps50WrVV
6319
Datasets.map is severely broken
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[ "Hi! Instead of processing a single example at a time, you should use the batched `map` for the best performance (with `num_proc=1`) - the fast tokenizers can process a batch's samples in parallel in that scenario.\r\n\r\nE.g., the following code in Colab takes an hour to complete:\r\n```python\r\n# !pip install da...
2023-10-19T12:19:33
2023-11-30T03:27:26
NaT
NONE
nan
### 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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1952100706
PR_kwDODunzps5dRC9V
6318
Deterministic set hash
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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==8.0.0\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...
2023-10-19T12:19:13
2023-10-19T16:27:20
2023-10-19 16:16:31+00:00
MEMBER
nan
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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1951965668
I_kwDODunzps50WKHk
6317
sentiment140 dataset unavailable
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[ "Thanks for reporting. We are investigating the issue.", "We have opened an issue in the corresponding Hub dataset: https://huggingface.co/datasets/sentiment140/discussions/3\r\n\r\nLet's continue the discussion there." ]
2023-10-19T11:25:21
2023-10-19T13:04:56
2023-10-19 13:04:56+00:00
NONE
nan
### 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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1951819869
PR_kwDODunzps5dQGpg
6316
Fix loading Hub datasets with CSV metadata file
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-19T10:21:34
2023-10-20T06:23:21
2023-10-20 06:14:09+00:00
MEMBER
nan
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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1951800819
I_kwDODunzps50Vh3z
6315
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
2023-10-20 06:14:10+00:00
MEMBER
nan
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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1951684763
PR_kwDODunzps5dPo25
6314
Support creating new branch in push_to_hub
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2023-10-19T09:12:39
2023-10-19T09:20:06
2023-10-19 09:19:48+00:00
NONE
nan
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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PR_kwDODunzps5dPGmL
6313
Fix commit message formatting in multi-commit uploads
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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==8.0.0\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...
2023-10-19T07:53:56
2023-10-20T14:06:13
2023-10-20 13:57:39+00:00
MEMBER
nan
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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6312
docs: resolving namespace conflict, refactored variable
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-18T16:10:59
2023-10-19T16:31:59
2023-10-19 16:23:07+00:00
CONTRIBUTOR
nan
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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6311
cast_column to Sequence with length=4 occur exception raise in datasets/table.py:2146
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[ "Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in https://github.com/huggingface/datasets/pull/6283 (should be part of the next release).", "> Thanks for reporting! We've spotted the bugs with the `array.values` handling and are fixing them in #6283 (should be p...
2023-10-18T09:38:05
2024-02-06T19:24:20
2024-02-06 19:24:20+00:00
NONE
nan
### 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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PR_kwDODunzps5dBPnY
6310
Add return_file_name in load_dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6310). All of your documentation changes will be reflected on that endpoint.", "> Thanks for the change !\r\n> \r\n> Since `return` in python often refers to what is actually returned by the function (here `load_dataset`), I th...
2023-10-17T13:36:57
2023-11-27T21:11:14
NaT
NONE
nan
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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6309
Fix get_data_patterns for directories with the word data twice
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-17T09:00:39
2023-10-18T14:01:52
2023-10-18 13:50:35+00:00
MEMBER
nan
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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6308
module 'resource' has no attribute 'error'
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[ "This (Windows) issue was fixed in `fsspec` in https://github.com/fsspec/filesystem_spec/pull/1275. So, to avoid the error, update the `fsspec` installation with `pip install -U fsspec`.", "> This (Windows) issue was fixed in `fsspec` in [fsspec/filesystem_spec#1275](https://github.com/fsspec/filesystem_spec/pul...
2023-10-17T08:08:54
2023-10-25T17:09:22
2023-10-25 17:09:22+00:00
NONE
nan
### 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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6307
Fix typo in code example in docs
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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==8.0.0\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...
2023-10-17T02:28:50
2023-10-17T12:59:26
2023-10-17 06:36:19+00:00
CONTRIBUTOR
nan
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pyinstaller : OSError: could not get source code
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[ "more information:\r\n``` \r\nFile \"text2vec\\__init__.py\", line 8, in <module>\r\nFile \"<frozen importlib._bootstrap>\", line 1027, in _find_and_load\r\nFile \"<frozen importlib._bootstrap>\", line 1006, in _find_and_load_unlocked\r\nFile \"<frozen importlib._bootstrap>\", line 688, in _load_unlocked\r\nFile \"...
2023-10-17T01:41:51
2023-11-02T07:24:51
2023-10-18 14:03:42+00:00
NONE
nan
### 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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6305
Cannot load dataset with `2.14.5`: `FileNotFound` error
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[ "Thanks for reporting, @finiteautomata.\r\n\r\nWe are investigating it. ", "There is a bug in `datasets`. You can see our proposed fix:\r\n- #6309 " ]
2023-10-16T20:11:27
2023-10-18T13:50:36
2023-10-18 13:50:36+00:00
NONE
nan
### 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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6304
Update README.md
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-16T19:10:39
2023-10-17T15:13:37
2023-10-17 15:04:52+00:00
CONTRIBUTOR
nan
Fixed typos in ReadMe and added punctuation marks Tensorflow --> TensorFlow
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6303
Parquet uploads off-by-one naming scheme
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[ "You can find the reasoning behind this naming scheme [here](https://github.com/huggingface/transformers/pull/16343#discussion_r931182168).\r\n\r\nThis point has been raised several times, so I'd be okay with starting with `00001-` (also to be consistent with the `transformers` sharding), but I'm not sure @lhoestq ...
2023-10-14T18:31:03
2023-10-16T16:33:21
NaT
CONTRIBUTOR
nan
### 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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6302
ArrowWriter/ParquetWriter `write` method does not increase `_num_bytes` and hence datasets not sharding at `max_shard_size`
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[ "`writer._num_bytes` is updated every `writer_batch_size`-th call to the `write` method (default `writer_batch_size` is 1000 (examples)). You should be able to see the update by passing a smaller `writer_batch_size` to the `load_dataset_builder`.\r\n\r\nWe could improve this by supporting the string `writer_batch_s...
2023-10-13T14:43:36
2023-10-17T06:52:12
2023-10-17 06:52:11+00:00
NONE
nan
### 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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PR_kwDODunzps5cpPVh
6301
Unpin `tensorflow` maximum version
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-12T14:58:07
2023-10-12T15:58:20
2023-10-12 15:49:54+00:00
COLLABORATOR
nan
Removes the temporary pin introduced in #6264
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Unpin `jax` maximum version
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-12T14:42:40
2023-10-12T16:37:55
2023-10-12 16:28:57+00:00
COLLABORATOR
nan
fix #6299 fix #6202
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6299
Support for newer versions of JAX
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2023-10-12T10:03:46
2023-10-12T16:28:59
2023-10-12 16:28:59+00:00
NONE
nan
### 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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6298
Doc readme improvements
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-11T21:51:12
2023-10-12T12:47:15
2023-10-12 12:38:19+00:00
COLLABORATOR
nan
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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Fix ArrayXD cast
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-11T21:14:59
2023-10-13T13:54:00
2023-10-13 13:45:30+00:00
COLLABORATOR
nan
Fix #6291
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Move `exceptions.py` to `utils/exceptions.py`
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-11T18:28:00
2023-10-17T13:25:33
NaT
COLLABORATOR
nan
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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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-11T10:01:01
2023-10-11T16:30:24
2023-10-11 16:21:36+00:00
MEMBER
nan
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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[ "It looks to be the same issue as the one reported in https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0.\r\n\r\nCan you check the length of `train_dataset` before the `train_sampler = self._get_train_sampler()` (and after `_remove_unused_columns`) line?" ]
2023-10-11T09:59:38
2023-10-17T11:24:06
2023-10-17 11:24:06+00:00
NONE
nan
### 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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6293
Choose columns to stream parquet data in streaming mode
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2023-10-11T08:59:36
2023-10-11T16:21:38
2023-10-11 16:21:38+00:00
MEMBER
nan
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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I_kwDODunzps5zdQtm
6292
how to load the image of dtype float32 or float64
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[ "Hi! Can you provide a code that reproduces the issue?\r\n\r\nAlso, which version of `datasets` are you using? You can check this by running `python -c \"import datasets; print(datasets.__version__)\"` inside the env. We added support for \"float images\" in `datasets 2.9`." ]
2023-10-11T07:27:16
2023-10-11T13:19:11
NaT
NONE
nan
_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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1936129871
I_kwDODunzps5zZv9P
6291
Casting type from Array2D int to Array2D float crashes
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[ "Thanks for reporting! I've opened a PR with a fix" ]
2023-10-10T20:10:10
2023-10-13T13:45:31
2023-10-13 13:45:31+00:00
NONE
nan
### 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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1935629679
I_kwDODunzps5zX11v
6290
Incremental dataset (e.g. `.push_to_hub(..., append=True)`)
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[ "Yea I think waiting for #6269 would be best, or branching from it. For reference, this [PR](https://github.com/LAION-AI/Discord-Scrapers/pull/2) is progressing pretty well which will do similar using the hf hub for our LAION dataset bot https://github.com/LAION-AI/Discord-Scrapers/pull/2. " ]
2023-10-10T15:18:03
2023-10-13T16:05:26
NaT
CONTRIBUTOR
nan
### 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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1935628506
PR_kwDODunzps5cZiay
6289
testing doc-builder
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-10T15:17:29
2023-10-13T08:57:14
2023-10-13 08:56:48+00:00
NONE
nan
testing https://github.com/huggingface/doc-builder/pull/426
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I_kwDODunzps5zVdcR
6288
Dataset.from_pandas with a DataFrame of PIL.Images
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[ "A duplicate of https://github.com/huggingface/datasets/issues/4796.\r\n\r\nWe could get this for free by implementing the `Image` feature as an extension type, as shown in [this](https://colab.research.google.com/drive/1Uzm_tXVpGTwbzleDConWcNjacwO1yxE4?usp=sharing) Colab (example with UUIDs).\r\n", "+1 to this\r...
2023-10-10T10:29:16
2023-10-20T18:23:05
NaT
MEMBER
nan
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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1932758192
I_kwDODunzps5zM4yw
6287
map() not recognizing "text"
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[ "There is no \"text\" column in the `amazon_reviews_multi`, hence the `KeyError`. You can get the column names by running `dataset.column_names`." ]
2023-10-09T10:27:30
2023-10-11T20:28:45
2023-10-11 20:28:45+00:00
NONE
nan
### Describe the bug The [map() documentation](https://huggingface.co/docs/datasets/v2.14.5/en/package_reference/main_classes#datasets.Dataset.map) reads: ` ds = ds.map(lambda x: tokenizer(x['text'], truncation=True, padding=True), batched=True)` I have been trying to reproduce it in my code as: `tokenizedData...
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1932640128
PR_kwDODunzps5cPKNK
6286
Create DefunctDatasetError
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-09T09:23:23
2023-10-10T07:13:22
2023-10-10 07:03:04+00:00
MEMBER
nan
Create `DefunctDatasetError` as a specific error to be raised when a dataset is defunct and no longer accessible. See Hub discussion: https://huggingface.co/datasets/the_pile_books3/discussions/7#6523c13a94f3a1a2092d251b
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6285
TypeError: expected str, bytes or os.PathLike object, not dict
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[ "You should be able to load the images by modifying the `load_dataset` call like this:\r\n```python\r\ndataset = load_dataset(\"imagefolder\", data_dir=\"/content/datasets/PotholeDetectionYOLOv8-1\")\r\n```\r\n\r\nThe `imagefolder` builder expects the image files to be in `path/label/image_file` (e.g. .`.../train/d...
2023-10-09T04:56:26
2023-10-10T13:17:33
NaT
NONE
nan
### Describe the bug my dataset is in form : train- image /n -labels and tried the code: ``` from datasets import load_dataset data_files = { "train": "/content/datasets/PotholeDetectionYOLOv8-1/train/", "validation": "/content/datasets/PotholeDetectionYOLOv8-1/valid/", "test": "/content/dat...
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1929551712
I_kwDODunzps5zAp9g
6284
Add Belebele multiple-choice machine reading comprehension (MRC) dataset
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[ "This dataset is already available on the Hub: https://huggingface.co/datasets/facebook/belebele.\r\n" ]
2023-10-06T06:58:03
2023-10-06T13:26:51
2023-10-06 13:26:51+00:00
NONE
nan
### Feature request Belebele is a multiple-choice machine reading comprehension (MRC) dataset spanning 122 language variants. This dataset enables the evaluation of mono- and multi-lingual models in high-, medium-, and low-resource languages. Each question has four multiple-choice answers and is linked to a short pass...
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1928552257
PR_kwDODunzps5cBlKq
6283
Fix array cast/embed with null values
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-05T15:24:05
2024-07-04T07:24:20
2024-02-06 19:24:19+00:00
COLLABORATOR
nan
Fixes issues with casting/embedding PyArrow list arrays with null values. It also bumps the required PyArrow version to 12.0.0 (over 9 months old) to simplify the implementation. Fix #6280, fix #6311, fix #6360 (Also fixes https://github.com/huggingface/datasets/issues/5430 to make Beam compatible with PyArrow>=...
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1928473630
PR_kwDODunzps5cBT5p
6282
Drop data_files duplicates
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-05T14:43:08
2024-03-01T16:33:20
NaT
MEMBER
nan
I just added drop_duplicates=True to `.from_patterns`. I used a dict to deduplicate and preserve the order close https://github.com/huggingface/datasets/issues/6259 close https://github.com/huggingface/datasets/issues/6272
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PR_kwDODunzps5cBQPd
6281
Improve documentation of dataset.from_generator
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[ "I have looked at the doc failures, and I do not think that my change caused the doc build failure, but I'm not 100% sure about that.\r\nI have high confidence that the integration test failures are not something I introduced:-)", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<sum...
2023-10-05T14:34:49
2023-10-05T19:09:07
2023-10-05 18:57:41+00:00
CONTRIBUTOR
nan
Improve documentation to clarify sharding behavior (#6270)
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1928215278
I_kwDODunzps5y7jru
6280
Couldn't cast array of type fixed_size_list to Sequence(Value(float64))
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[ "Thanks for reporting! I've opened a PR with a fix.", "Thanks for the quick response @mariosasko! I just installed your branch via `poetry add 'git+https://github.com/huggingface/datasets#fix-array_values'` and I can confirm it works on the example provided.\r\n\r\nFollow up question for you, should `None`s be s...
2023-10-05T12:48:31
2024-02-06T19:24:20
2024-02-06 19:24:20+00:00
NONE
nan
### Describe the bug I have a dataset with an embedding column, when I try to map that dataset I get the following exception: ``` Traceback (most recent call last): File "/Users/jmif/.virtualenvs/llm-training/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 3189, in map for rank, done, content...
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1928028226
I_kwDODunzps5y62BC
6279
Batched IterableDataset
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[ "This is exactly what I was looking for. It would also be very useful for me :-)", "This issue is really smashing the selling point of HF datasets... The only workaround I've found so far is to create a customized IterableDataloader which improves the loading speed to some extent.\r\n\r\nFor example I've a HF dat...
2023-10-05T11:12:49
2024-07-08T11:10:41
NaT
NONE
nan
### Feature request Hi, could you add an implementation of a batched `IterableDataset`. It already support an option to do batch iteration via `.iter(batch_size=...)` but this cannot be used in combination with a torch `DataLoader` since it just returns an iterator. ### Motivation The current implementation load...
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1927957877
PR_kwDODunzps5b_iKb
6278
No data files duplicates
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-05T10:31:58
2024-01-11T06:32:49
2023-10-05 14:43:17+00:00
MEMBER
nan
I added a new DataFilesSet class to disallow duplicate data files. I also deprecated DataFilesList. EDIT: actually I might just add drop_duplicates=True to `.from_patterns` close https://github.com/huggingface/datasets/issues/6259 close https://github.com/huggingface/datasets/issues/6272 TODO: - [ ] tests ...
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1927044546
I_kwDODunzps5y3F3C
6277
FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub either.
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[ "`evaluate.load(\"paws-x\", \"es\")` throws the error because there is no such metric in the `evaluate` lib.\r\n\r\nSo, this is unrelated to our lib." ]
2023-10-04T22:01:25
2023-10-08T17:05:46
2023-10-08 17:05:46+00:00
NONE
nan
### Describe the bug I'm encountering a "FileNotFoundError" while attempting to use the "paws-x" dataset to retrain the DistilRoBERTa-base model. The error message is as follows: FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub eit...
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1925961878
I_kwDODunzps5yy9iW
6276
I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error
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[ "Since you are using Windows, maybe moving the `map` call inside `if __name__ == \"__main__\"` can fix the issue:\r\n```python\r\nif __name__ == \"__main__\":\r\n common_voice = common_voice.map(prepare_dataset, remove_columns=common_voice.column_names[\"train\"], num_proc=4)\r\n```\r\n\r\nOtherwise, the only s...
2023-10-04T11:03:41
2023-11-27T10:39:16
NaT
NONE
nan
### Describe the bug I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error, i'm following the steps in this blog post https://huggingface.co/blog/fine-tune-whisper I tried google collab and it works but because I'm on the free version the training ...
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1921354680
I_kwDODunzps5yhYu4
6275
Would like to Contribute a dataset
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[ "Hi! The process of contributing a dataset is explained here: https://huggingface.co/docs/datasets/upload_dataset. Also, check https://huggingface.co/docs/datasets/image_dataset for a more detailed explanation of how to share an image dataset." ]
2023-10-02T07:00:21
2023-10-10T16:27:54
2023-10-10 16:27:54+00:00
NONE
nan
I have a dataset of 2500 images that can be used for color-blind machine-learning algorithms. Since , there was no dataset available online , I made this dataset myself and would like to contribute this now to community
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1921036328
I_kwDODunzps5ygLAo
6274
FileNotFoundError for dataset with multiple builder config
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[ "Please tell me if the above info is not enough for solving the problem. I will then make my dataset public temporarily so that you can really reproduce the bug. " ]
2023-10-01T23:45:56
2023-10-02T20:09:38
2023-10-02 20:09:38+00:00
NONE
nan
### Describe the bug When there is only one config and only the dataset name is entered when using datasets.load_dataset(), it works fine. But if I create a second builder_config for my dataset and enter the config name when using datasets.load_dataset(), the following error will happen. FileNotFoundError: [Errno 2...
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1920922260
I_kwDODunzps5yfvKU
6273
Broken Link to PubMed Abstracts dataset .
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[ "This has already been reported in the HF Course repo (https://github.com/huggingface/course/issues/623).", "@lhoestq @albertvillanova @lewtun I don't think we are allowed to host these data files on the Hub (due to DMCA), which means the only option is to use a different dataset in the course (and to re-record t...
2023-10-01T19:08:48
2024-04-28T02:30:42
NaT
NONE
nan
### Describe the bug The link provided for the dataset is broken, data_files = [https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst](url) The ### Steps to reproduce the bug Steps to reproduce: 1) Head over to [https://huggingface.co/learn/nlp-course/chapt...
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1920831487
I_kwDODunzps5yfY__
6272
Duplicate `data_files` when named `<split>/<split>.parquet`
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[ "Also reported in https://github.com/huggingface/datasets/issues/6259", "I think it's best to drop duplicates with a `set` (as a temporary fix) and improve the patterns when/if https://github.com/fsspec/filesystem_spec/pull/1382 gets merged. @lhoestq Do you have some other ideas?", "Alternatively we could just...
2023-10-01T15:43:56
2024-03-15T15:22:05
2024-03-15 15:22:05+00:00
MEMBER
nan
e.g. with `u23429/stock_1_minute_ticker` ```ipython In [1]: from datasets import * In [2]: b = load_dataset_builder("u23429/stock_1_minute_ticker") Downloading readme: 100%|██████████████████████████| 627/627 [00:00<00:00, 246kB/s] In [3]: b.config.data_files Out[3]: {NamedSplit('train'): ['hf://datasets/...
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1920420295
I_kwDODunzps5yd0nH
6271
Overwriting Split overwrites data but not metadata, corrupting dataset
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2023-09-30T22:37:31
2023-10-16T13:30:50
2023-10-16 13:30:50+00:00
NONE
nan
### Describe the bug I want to be able to overwrite/update/delete splits in my dataset. Currently the only way to do is to manually go into the dataset and delete the split. If I try to overwrite programmatically I end up in an error state and (somewhat) corrupting the dataset. Read below. **Current Behavior** Whe...
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1920329373
I_kwDODunzps5ydead
6270
Dataset.from_generator raises with sharded gen_args
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[ "`gen_kwargs` should be a `dict`, as stated in the docstring, but you are passing a `list`.\r\n\r\nSo, to fix the error, replace the list of dicts with a dict of lists (and slightly modify the generator function):\r\n```python\r\nfrom pathlib import Path\r\nimport datasets\r\n\r\ndef process_yaml(files):\r\n for...
2023-09-30T16:50:06
2023-10-11T20:29:12
2023-10-11 20:29:11+00:00
CONTRIBUTOR
nan
### Describe the bug According to the docs of Datasets.from_generator: ``` gen_kwargs(`dict`, *optional*): Keyword arguments to be passed to the `generator` callable. You can define a sharded dataset by passing the list of shards in `gen_kwargs`. ``` So I'd expect that if gen_kwar...
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1919572790
PR_kwDODunzps5bjbDc
6269
Reduce the number of commits in `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==8.0.0\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...
2023-09-29T16:22:31
2023-10-16T16:03:18
2023-10-16 13:30:46+00:00
COLLABORATOR
nan
Reduces the number of commits in `push_to_hub` by using the `preupload` API from https://github.com/huggingface/huggingface_hub/pull/1699. Each commit contains a maximum of 50 uploaded files. A shard's fingerprint no longer needs to be added as a suffix to support resuming an upload, meaning the shards' naming schem...
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1919010645
PR_kwDODunzps5bhgs7
6268
Add repo_id to DatasetInfo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6268). All of your documentation changes will be reflected on that endpoint.", "In https://github.com/huggingface/datasets/issues/4129 we want to track the origin of a dataset, e.g. if it comes from multiple datasets.\r\n\r\nI ...
2023-09-29T10:24:55
2023-10-01T15:29:45
NaT
MEMBER
nan
```python from datasets import load_dataset ds = load_dataset("lhoestq/demo1", split="train") ds = ds.map(lambda x: {}, num_proc=2).filter(lambda x: True).remove_columns(["id"]) print(ds.repo_id) # lhoestq/demo1 ``` - repo_id is None when the dataset doesn't come from the Hub, e.g. from Dataset.from_dict - ...
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1916443262
I_kwDODunzps5yOpp-
6267
Multi label class encoding
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[ "You can use a `Sequence(ClassLabel(...))` feature type to represent a list of labels, and `cast_column`/`cast` to perform the \"string to label\" conversion (`class_encode_column` does support nested fields), e.g., in your case:\r\n```python\r\nfrom datasets import Dataset, Sequence, ClassLabel\r\ndata = {\r\n ...
2023-09-27T22:48:08
2023-10-26T18:46:08
NaT
NONE
nan
### Feature request I have a multi label dataset and I'd like to be able to class encode the column and store the mapping directly in the features just as I can with a single label column. `class_encode_column` currently does not support multi labels. Here's an example of what I'd like to encode: ``` data = { ...
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1916334394
PR_kwDODunzps5bYYb8
6266
Use LibYAML with PyYAML if available
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6266). All of your documentation changes will be reflected on that endpoint.", "On Ubuntu, if `libyaml-dev` is installed, you can install PyYAML 6.0.1 with LibYAML with the following command (as it's automatically detected):\r\...
2023-09-27T21:13:36
2023-09-28T14:29:24
NaT
CONTRIBUTOR
nan
PyYAML, the YAML framework used in this library, allows the use of LibYAML to accelerate the methods `load` and `dump`. To use it, a user would need to first install a PyYAML version that uses LibYAML (not available in PyPI; needs to be manually installed). Then, to actually use them, PyYAML suggests importing the LibY...
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PR_kwDODunzps5bWDfc
6265
Remove `apache_beam` import in `BeamBasedBuilder._save_info`
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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==8.0.0\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...
2023-09-27T13:56:34
2023-09-28T18:34:02
2023-09-28 18:23:35+00:00
COLLABORATOR
nan
... to avoid an `ImportError` raised in `BeamBasedBuilder._save_info` when `apache_beam` is not installed (e.g., when downloading the processed version of a dataset from the HF GCS) Fix https://github.com/huggingface/datasets/issues/6260
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6264
Temporarily pin tensorflow < 2.14.0
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2023-09-27T08:16:06
2023-09-27T08:45:24
2023-09-27 08:36:39+00:00
MEMBER
nan
Temporarily pin tensorflow < 2.14.0 until permanent solution is found. Hot fix #6263.
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6263
CI is broken: ImportError: cannot import name 'context' from 'tensorflow.python'
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2023-09-27T08:12:05
2023-09-27T08:36:40
2023-09-27 08:36:40+00:00
MEMBER
nan
Python 3.10 CI is broken for `test_py310`. See: https://github.com/huggingface/datasets/actions/runs/6322990957/job/17169678812?pr=6262 ``` FAILED tests/test_py_utils.py::TempSeedTest::test_tensorflow - ImportError: cannot import name 'context' from 'tensorflow.python' (/opt/hostedtoolcache/Python/3.10.13/x64/li...
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6262
Fix CI 404 errors
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-27T07:40:18
2023-09-28T15:39:16
2023-09-28 15:30:40+00:00
MEMBER
nan
Currently our CI usually raises 404 errors when trying to delete temporary repositories. See, e.g.: https://github.com/huggingface/datasets/actions/runs/6314980985/job/17146507884 ``` FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_multiple_files_with_max_shard_size - huggingface_hub.u...
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Can't load a dataset
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[ "I believe is due to the fact that doesn't work with .tgz files.", "`JourneyDB/JourneyDB` is a gated dataset, so this error means you are not authenticated to access it, either by using an invalid token or by not agreeing to the terms in the dialog on the dataset page.\r\n\r\n> I believe is due to the fact that d...
2023-09-26T15:46:25
2023-10-05T10:23:23
2023-10-05 10:23:22+00:00
NONE
nan
### Describe the bug Can't seem to load the JourneyDB dataset. It throws the following error: ``` --------------------------------------------------------------------------- FileNotFoundError Traceback (most recent call last) Cell In[15], line 2 1 # If the dataset is gated/priv...
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6260
REUSE_DATASET_IF_EXISTS don't work
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[ "Hi! Unfortunately, the current behavior is to delete the downloaded data when this error happens. So, I've opened a PR that removes the problematic import to avoid losing data due to `apache_beam` not being installed (we host the preprocessed version of `natual_questions` on the HF GCS, so requiring `apache_beam` ...
2023-09-26T03:02:16
2023-09-28T18:23:36
2023-09-28 18:23:36+00:00
NONE
nan
### Describe the bug I use the following code to download natural_question dataset. Even though I have completely download it, the next time I run this code, the new download procedure will start and cover the original /data/lxy/NQ config=datasets.DownloadConfig(resume_download=True,max_retries=100,cache_dir=r'/da...
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I_kwDODunzps5x9kg-
6259
Duplicated Rows When Loading Parquet Files from Root Directory with Subdirectories
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[ "Thanks for reporting this issue! We should be able to avoid this by making our `glob` patterns more precise. In the meantime, you can load the dataset by directly assigning splits to the data files: \r\n```python\r\nfrom datasets import load_dataset\r\nds = load_dataset(\"parquet\", data_files={\"train\": \"testin...
2023-09-25T17:20:54
2024-03-15T15:22:04
2024-03-15 15:22:04+00:00
NONE
nan
### Describe the bug When parquet files are saved in "train" and "val" subdirectories under a root directory, and datasets are then loaded using `load_dataset("parquet", data_dir="root_directory")`, the resulting dataset has duplicated rows for both the training and validation sets. ### Steps to reproduce the bug...
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6258
[DOCS] Fix typo: Elasticsearch
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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==8.0.0\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...
2023-09-25T12:50:59
2023-09-26T14:55:35
2023-09-26 13:36:40+00:00
CONTRIBUTOR
nan
Not ElasticSearch :)
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1910741044
I_kwDODunzps5x45g0
6257
HfHubHTTPError - exceeded our hourly quotas for action: commit
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[ "how is your dataset structured? (file types, how many commits and files are you trying to push, etc)", "I succeeded in uploading it after several attempts with an hour gap between each attempt (inconvenient but worked). The final dataset is [here](https://huggingface.co/datasets/yuvalkirstain/pickapic_v2), code ...
2023-09-25T06:11:43
2023-10-16T13:30:49
2023-10-16 13:30:48+00:00
NONE
nan
### Describe the bug I try to upload a very large dataset of images, and get the following error: ``` File /fsx-multigen/yuvalkirstain/miniconda/envs/pickapic/lib/python3.10/site-packages/huggingface_hub/hf_api.py:2712, in HfApi.create_commit(self, repo_id, operations, commit_message, commit_description, token, repo...
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1910275199
I_kwDODunzps5x3Hx_
6256
load_dataset() function's cache_dir does not seems to work
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[ "Can you share the error message?\r\n\r\nAlso, it would help if you could check whether `huggingface_hub`'s download behaves the same:\r\n```python\r\nfrom huggingface_hub import snapshot_download\r\nsnapshot_download(\"trec\", repo_type=\"dataset\", cache_dir='/path/to/my/dir)\r\n```\r\n\r\nIn the next major relea...
2023-09-24T15:34:06
2023-09-27T13:40:45
NaT
NONE
nan
### Describe the bug datasets version: 2.14.5 when trying to run the following command trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir') I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine. It seems the cache_...
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1909842977
PR_kwDODunzps5bCioS
6255
Parallelize builder configs creation
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-23T11:56:20
2024-01-11T06:32:34
2023-09-26 15:44:19+00:00
MEMBER
nan
For datasets with lots of configs defined in YAML E.g. `load_dataset("uonlp/CulturaX", "fr", revision="refs/pr/6")` from >1min to 15sec
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1909672104
I_kwDODunzps5x00io
6254
Dataset.from_generator() cost much more time in vscode debugging mode then running mode
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[ "Answered on the forum: https://discuss.huggingface.co/t/dataset-from-generator-cost-much-more-time-in-vscode-debugging-mode-then-running-mode/56005/2" ]
2023-09-23T02:07:26
2023-10-03T14:42:53
2023-10-03 14:42:53+00:00
NONE
nan
### Describe the bug Hey there, I’m using Dataset.from_generator() to convert a torch_dataset to the Huggingface Dataset. However, when I debug my code on vscode, I find that it runs really slow on Dataset.from_generator() which may even 20 times longer then run the script on terminal. ### Steps to reproduce the bu...
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1906618910
PR_kwDODunzps5a3s__
6253
Check builder cls default config name in inspect
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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==8.0.0\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...
2023-09-21T10:15:32
2023-09-21T14:16:44
2023-09-21 14:08:00+00:00
MEMBER
nan
Fix https://github.com/huggingface/datasets-server/issues/1812 this was causing this issue: ```ipython In [1]: from datasets import * In [2]: inspect.get_dataset_config_names("aakanksha/udpos") Out[2]: ['default'] In [3]: load_dataset_builder("aakanksha/udpos").config.name Out[3]: 'en' ```
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I_kwDODunzps5xoPrS
6252
exif_transpose not done to Image (PIL problem)
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[ "Indeed, it makes sense to do this by default. \r\n\r\nIn the meantime, you can use `.with_transform` to transpose the images when accessing them:\r\n\r\n```python\r\nimport PIL.ImageOps\r\n\r\ndef exif_transpose_transform(batch):\r\n batch[\"image\"] = [PIL.ImageOps.exif_transpose(image) for image in batch[\"imag...
2023-09-21T08:11:46
2024-03-19T15:29:43
2024-03-19 15:29:43+00:00
NONE
nan
### Feature request I noticed that some of my images loaded using PIL have some metadata related to exif that can rotate them when loading. Since the dataset.features.Image uses PIL for loading, the loaded image may be rotated (width and height will be inverted) thus for tasks as object detection and layoutLM this ca...
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1904418426
PR_kwDODunzps5awQsy
6251
Support streaming datasets with pyarrow.parquet.read_table
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This function reads an entire Arrow table in one go, which is not ideal memory-wise, so I don't think we should encourage using this function, considering we want to keep RAM usage as low as possible in the streaming mode. \r\n\r\n(N...
2023-09-20T08:07:02
2023-09-27T06:37:03
2023-09-27 06:26:24+00:00
MEMBER
nan
Support streaming datasets with `pyarrow.parquet.read_table`. See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2 CC: @AndreaFrancis
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6247
Update create_dataset.mdx
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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==8.0.0\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...
2023-09-18T17:06:29
2023-09-19T18:51:49
2023-09-19 18:40:10+00:00
CONTRIBUTOR
nan
modified , as AudioFolder and ImageFolder not in Dataset Library. ``` from datasets import AudioFolder ``` and ```from datasets import ImageFolder``` to ```from datasets import load_dataset``` ``` cannot import name 'AudioFolder' from 'datasets' (/home/eswardivi/miniconda3/envs/Hugformers/lib/python3.10/site...
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1899848414
I_kwDODunzps5xPWLe
6246
Add new column to dataset
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[ "I think it's an issue with the code.\r\n\r\nSpecifically:\r\n```python\r\ndataset = dataset['train'].add_column(\"/workspace/data\", new_column)\r\n```\r\n\r\nNow `dataset` is the train set with a new column. \r\nTo fix this, you can do:\r\n\r\n```python\r\ndataset['train'] = dataset['train'].add_column(\"/workspa...
2023-09-17T16:59:48
2023-09-18T16:20:09
2023-09-18 16:20:09+00:00
NONE
nan
### Describe the bug ``` --------------------------------------------------------------------------- KeyError Traceback (most recent call last) [<ipython-input-9-bd197b36b6a0>](https://localhost:8080/#) in <cell line: 1>() ----> 1 dataset['train']['/workspace/data'] 3 frames [/...
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PR_kwDODunzps5adtD3
6244
Add support for `fsspec>=2023.9.0`
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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==8.0.0\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...
2023-09-15T17:58:25
2023-09-26T15:41:38
2023-09-26 15:32:51+00:00
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Fix #6214
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6243
Fix cast from fixed size list to variable size list
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-15T14:23:33
2023-09-19T18:02:21
2023-09-19 17:53:17+00:00
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Fix #6242
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1896899123
I_kwDODunzps5xEGIz
6242
Data alteration when loading dataset with unspecified inner sequence length
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[ "While this issue may seem specific, it led to a silent problem in my workflow that took days to diagnose. If this feature is not intended to be supported, an error should be raised when encountering this configuration to prevent such issues.", "Thanks for reporting! This is a MRE:\r\n\r\n```python\r\nimport pyar...
2023-09-14T16:12:45
2023-09-19T17:53:18
2023-09-19 17:53:18+00:00
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### Describe the bug When a dataset saved with a specified inner sequence length is loaded without specifying that length, the original data is altered and becomes inconsistent. ### Steps to reproduce the bug ```python from datasets import Dataset, Features, Value, Sequence, load_dataset # Repository ID repo_id...
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PR_kwDODunzps5aVfl-
6241
Remove unused global variables in `audio.py`
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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==8.0.0\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...
2023-09-14T12:06:32
2023-09-15T15:57:10
2023-09-15 15:46:07+00:00
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1895723888
I_kwDODunzps5w_nNw
6240
Dataloader stuck on multiple GPUs
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[ "What type of dataset are you using in this script? `torch.utils.data.Dataset` or `datasets.Dataset`? Please share the `datasets` package version if it's the latter. Otherwise, it's better to move this issue to the `accelerate` repo.", "Very sorry, I thought I had a repo in `accelerate!`\r\nI will close this issu...
2023-09-14T05:30:30
2023-09-14T23:54:42
2023-09-14 23:54:42+00:00
NONE
nan
### Describe the bug I am trying to get CLIP to fine-tuning with my code. When I tried to run it on multiple GPUs using accelerate, I encountered the following phenomenon. - Validation dataloader stuck in 2nd epoch only on multi-GPU Specifically, when the "for inputs in valid_loader:" process is finished, it does...
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I_kwDODunzps5w-LyG
6239
Load local audio data doesn't work
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[ "I think this is the same issue as https://github.com/huggingface/datasets/issues/4776. Maybe installing `ffmpeg` can fix it:\r\n```python\r\nadd-apt-repository -y ppa:savoury1/ffmpeg4\r\napt-get -qq install -y ffmpeg\r\n```\r\n\r\nHowever, the best solution is to use a newer version of `datasets`. In the recent re...
2023-09-13T22:30:01
2023-09-15T14:32:10
2023-09-15 14:32:10+00:00
NONE
nan
### Describe the bug I get a RuntimeError from the following code: ```python audio_dataset = Dataset.from_dict({"audio": ["/kaggle/input/bengaliai-speech/train_mp3s/000005f3362c.mp3"]}).cast_column("audio", Audio()) audio_dataset[0] ``` ### Traceback <details> ```python RuntimeError ...
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6238
`dataset.filter` ALWAYS removes the first item from the dataset when using batched=True
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[ "`filter` treats the function's output as a (selection) mask - `True` keeps the sample, and `False` drops it. In your case, `bool(0)` evaluates to `False`, so dropping the first sample is the correct behavior.", "Oh gosh! 🤦 I totally misunderstood the API! My apologies!" ]
2023-09-13T20:20:37
2023-09-17T07:05:07
2023-09-17 07:05:07+00:00
NONE
nan
### Describe the bug If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition. ### Steps to reproduce the bug Here's a minimal example: ```python def filter_batch_always_true(batch, indices): print("First index being passed into this filte...
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I_kwDODunzps5w4W9x
6237
Tokenization with multiple workers is too slow
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[ "[This](https://huggingface.co/docs/datasets/nlp_process#map) is the most performant way to tokenize a dataset (`batched=True, num_proc=None, return_tensors=\"np\"`) \r\n\r\nIf`tokenizer.is_fast` returns `True`, `num_proc` must be `None/1` to benefit from the fast tokenizers' parallelism (the fast tokenizers are im...
2023-09-13T06:18:34
2023-09-19T21:54:58
2023-09-19 21:54:58+00:00
NONE
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I am trying to tokenize a few million documents with multiple workers but the tokenization process is taking forever. Code snippet: ``` raw_datasets.map( encode_function, batched=False, num_proc=args.preprocessing_num_workers, load_from_cache_file=not args.ove...
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1893648480
I_kwDODunzps5w3shg
6236
Support buffer shuffle for to_tf_dataset
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[ "cc @Rocketknight1 ", "Hey! You can implement this yourself, just:\r\n\r\n1) Create the dataset with `to_tf_dataset()` with `shuffle=False`\r\n2) Add an `unbatch()` at the end (or use batch_size=1)\r\n3) Add a `shuffle()` to the resulting dataset with your desired buffer size\r\n4) Add a `batch()` at the end agai...
2023-09-13T03:19:44
2023-09-18T01:11:21
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### Feature request I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model. Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset. tf.data.Dataset support buffer shuffle by default. shuffle( buffer_size, seed=None, r...
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6235
Support multiprocessing for download/extract nestedly
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2023-09-12T21:51:08
2023-09-12T21:51:08
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### Feature request Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders ``` Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s] Downloading data f...
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6233
Update README.md
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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==8.0.0\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...
2023-09-12T06:53:06
2023-09-13T18:20:50
2023-09-13 18:10:04+00:00
CONTRIBUTOR
nan
fixed a typo
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1891109762
PR_kwDODunzps5aDhhK
6232
Improve error message for missing function parameters
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[ "_The documentation is not available anymore as the PR was closed or merged._", "CI errors are unrelated", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_nu...
2023-09-11T19:11:58
2023-09-15T18:07:56
2023-09-15 17:59:02+00:00
CONTRIBUTOR
nan
The error message in the fingerprint module was missing the f-string 'f' symbol, so the error message returned by fingerprint.py, line 469 was literally "function {func} is missing parameters {fingerprint_names} in signature." This has been fixed.
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PR_kwDODunzps5aCr8_
6231
Overwrite legacy default config name in `dataset_infos.json` in packaged datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6231). All of your documentation changes will be reflected on that endpoint.", "realized that this pr is still not merged, @lhoestq maybe you can take a look at it? ", "I think https://github.com/huggingface/datasets/pull/621...
2023-09-11T16:27:09
2023-09-26T11:19:36
NaT
CONTRIBUTOR
nan
Currently if we push data as default config with `.push_to_hub` to a repo that has a legacy `dataset_infos.json` file containing a legacy default config name like `{username}--{dataset_name}`, new key `"default"` is added to `dataset_infos.json` along with the legacy one. I think the legacy one should be dropped in thi...
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1890521006
PR_kwDODunzps5aBh6L
6230
Don't skip hidden files in `dl_manager.iter_files` when they are given as input
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-11T13:29:19
2023-09-13T18:21:28
2023-09-13 18:12:09+00:00
COLLABORATOR
nan
Required for `load_dataset(<format>, data_files=["path/to/.hidden_file"])` to work as expected
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I_kwDODunzps5wmKFK
6229
Apply inference on all images in the dataset
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[ "From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_path = example['image']` with `image_path = np.array(example['image'])` to fix the issue (`example[\"image\"]` is a `PIL.Image` object). ", "> From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_...
2023-09-10T08:36:12
2023-09-20T16:11:53
2023-09-20 16:11:52+00:00
NONE
nan
### Describe the bug ``` --------------------------------------------------------------------------- NotImplementedError Traceback (most recent call last) Cell In[14], line 11 9 for idx, example in enumerate(dataset['train']): 10 image_path = example['image'] ---> 11 mask...
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6228
Remove RGB -> BGR image conversion in Object Detection tutorial
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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==8.0.0\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...
2023-09-08T16:09:13
2023-09-08T18:02:49
2023-09-08 17:52:16+00:00
COLLABORATOR
nan
Fix #6225
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6226
Add push_to_hub with multiple configs docs
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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==8.0.0\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...
2023-09-08T11:08:55
2023-09-08T12:29:21
2023-09-08 12:20:51+00:00
MEMBER
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6225
Conversion from RGB to BGR in Object Detection tutorial
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[ "Good catch!" ]
2023-09-08T06:49:19
2023-09-08T17:52:18
2023-09-08 17:52:17+00:00
NONE
nan
The [tutorial](https://huggingface.co/docs/datasets/main/en/object_detection) mentions the necessity of conversion the input image from BGR to RGB > albumentations expects the image to be in BGR format, not RGB, so you’ll have to convert the image before applying the transform. [Link to tutorial](https://github.c...
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6224
Ignore `dataset_info.json` in data files resolution
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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==8.0.0\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...
2023-09-07T14:43:51
2023-09-07T15:46:10
2023-09-07 15:37:20+00:00
COLLABORATOR
nan
`save_to_disk` creates this file, but also [`HugginFaceDatasetSever`](https://github.com/gradio-app/gradio/blob/26fef8c7f85a006c7e25cdbed1792df19c512d02/gradio/flagging.py#L214), so this is needed to avoid issues such as [this one](https://discord.com/channels/879548962464493619/1149295819938349107/1149295819938349107)...
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6223
Update README.md
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2023-09-07T11:33:20
2023-09-13T22:32:31
2023-09-13 22:23:42+00:00
CONTRIBUTOR
nan
fixed a few typos
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6222
fix typo in Audio dataset documentation
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2023-09-06T23:17:24
2023-10-03T14:18:41
2023-09-07 15:39:09+00:00
CONTRIBUTOR
nan
There is a typo in the section of the documentation dedicated to creating an audio dataset. The Dataset is incorrectly suffixed with a `Config` https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59
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I_kwDODunzps5wUIMX
6221
Support saving datasets with custom formatting
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[ "Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation." ]
2023-09-06T16:03:32
2023-09-06T18:32:07
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Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036. I am not sure if supporting this is the best idea for the following reasons: >For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be...
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PR_kwDODunzps5ZspRb
6220
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6220). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-09-06T15:40:33
2023-09-06T15:52:33
2023-09-06 15:41:13+00:00
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PR_kwDODunzps5ZsgPK
6219
Release: 2.14.5
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6219). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-09-06T15:17:10
2023-09-06T15:46:20
2023-09-06 15:18:51+00:00
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1883734000
PR_kwDODunzps5Zqw3Y
6218
Rename old push_to_hub configs to "default" in dataset_infos
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-06T10:40:05
2023-09-07T08:31:29
2023-09-06 11:23:56+00:00
MEMBER
nan
Fix ```python from datasets import load_dataset_builder b = load_dataset_builder("lambdalabs/pokemon-blip-captions", "default") print(b.info) ``` which should return ``` DatasetInfo( features={'image': Image(decode=True, id=None), 'text': Value(dtype='string', id=None)}, dataset_name='pokemon-bli...
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