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https://api.github.com/repos/huggingface/datasets/issues/6733
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2186811724
I_kwDODunzps6CWBlM
6733
EmptyDatasetError when loading dataset downloaded with HuggingFace cli
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[ "Hi! `datasets` is not compatible with `huggingface_hub`'s cache structure, hence the error.\r\n\r\nYou can track https://github.com/huggingface/datasets/issues/5080 to get notified when this is implemented." ]
2024-03-14T16:41:27
2024-03-15T18:09:02
NaT
NONE
nan
### Describe the bug I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error: ```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data files...
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2182844673
I_kwDODunzps6CG5EB
6731
Unexpected behavior when using load_dataset with streaming=True in a for loop
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[ "This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.\r\n\r\nYou should pass `fn_kwargs` that will be passed to your `lambda` instead of using the global variable:\r\n\r...
2024-03-12T23:26:43
2024-04-16T00:00:00
2024-04-16 00:00:00+00:00
NONE
nan
### Describe the bug ### My Code ``` from datasets import load_dataset res=[] for i in [0,1]: di=load_dataset( "json", data_files='path_to.json', split='train', streaming=True, ).map(lambda x: {"source": i}) res.append(di) for e in res[...
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2181881499
PR_kwDODunzps5pZDsB
6730
Deprecate Pandas builder
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6730). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-12T15:12:13
2024-03-12T17:42:33
2024-03-12 17:36:24+00:00
COLLABORATOR
nan
The Pandas packaged builder is undocumented and relies on `pickle` to read the data, making it **unsafe**. Moreover, I haven't seen a single instance of this builder being used (not even using the GH/Hub search), so we should deprecate it.
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2180237159
I_kwDODunzps6B88dn
6729
Support zipfiles that span multiple disks?
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[ "@severo were you able to solve it?", "No. cc @albertvillanova @lhoestq @polinaeterna for an evaluation of what it would take to support this feature.", "The underlying issue issue is that the dataset repository has used split ZIP archive files: https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream...
2024-03-11T21:07:41
2024-06-26T05:08:59
2024-06-26 05:05:28+00:00
CONTRIBUTOR
nan
See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream The dataset viewer gives the following error: ``` Error code: ConfigNamesError Exception: BadZipFile Message: zipfiles that span multiple disks are not supported Traceback: Traceback (most recent call last): F...
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2178607012
I_kwDODunzps6B2uek
6728
Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT`
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[ "Through debugging, I found a potential solution is to modify the code in the error handling module of `huggingface_hub`: https://github.com/huggingface/huggingface_hub/commit/56d6c798c44e83d2a3167e74c022737d8fcbe822 ", "@Wauplin ", "Thanks for investigating and reporting the bug @padeoe! I've opened a PR in `h...
2024-03-11T09:06:38
2024-03-15T14:52:07
2024-03-15 14:52:07+00:00
NONE
nan
### Describe the bug This bug is triggered under the following conditions: - datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`. - If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`. - T...
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2177826110
PR_kwDODunzps5pLJyE
6727
Using a registry instead of calling globals for fetching feature types
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6727). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "looks like some files are missing in your google storage", "cc @mariosasko is it rela...
2024-03-10T17:47:51
2024-03-13T12:08:49
2024-03-13 10:46:02+00:00
CONTRIBUTOR
nan
Hello, When working with bio-data, each feature often has metadata associated with it (e.g. species, lineage, snp position, etc). To store this, I like to use the feature classes with the added `metadata` attribute. However, when saving or loading with custom features, you get an error since that class doesn't exist...
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2177097232
I_kwDODunzps6Bw94Q
6726
Profiling for HF Filesystem shows there are easy performance gains to be made
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[ "FWIW I debugged this while waiting for it to go", "Oh I forgot to mention you can also cache resolve_pattern, and that seemed to also substantially improves things, if you want to load a dataset twice for whatever reason." ]
2024-03-09T07:08:45
2024-03-09T07:11:08
NaT
NONE
nan
### Describe the bug # Let's make it faster First, an evidence... ![image](https://github.com/huggingface/datasets/assets/159512661/a703a82c-43a0-426c-9d99-24c563d70965) Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis is 1106...
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2175527530
I_kwDODunzps6Bq-pq
6725
Request for a comparison of huggingface datasets compared with other data format especially webdataset
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2024-03-08T08:23:01
2024-03-08T08:23:01
NaT
NONE
nan
### Feature request Request for a comparison of huggingface datasets compared with other data format especially webdataset ### Motivation I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, what's...
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2174398227
I_kwDODunzps6Bmq8T
6724
Dataset with loading script does not work in renamed repos
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2024-03-07T17:38:38
2024-03-07T20:06:25
NaT
CONTRIBUTOR
nan
### Describe the bug My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line. https://github.com/huggingface/dat...
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2174344456
PR_kwDODunzps5o_fPU
6723
get_dataset_default_config_name docstring
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6723). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-07T17:09:29
2024-03-07T17:27:29
2024-03-07 17:21:20+00:00
MEMBER
nan
fix https://github.com/huggingface/datasets/pull/6722
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2174332127
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6722
Add details in docstring
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6722). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-03-07T17:02:07
2024-03-07T17:21:10
2024-03-07 17:21:08+00:00
CONTRIBUTOR
nan
see https://github.com/huggingface/datasets-server/pull/2554#discussion_r1516516867
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2173931714
I_kwDODunzps6Bk5DC
6721
Hi,do you know how to load the dataset from local file now?
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[ "\r\n@Gera001\r\n# Loading Dataset from Local Files Using 🤗Hugging Face.\r\n\r\nTo load a dataset from local files using the Hugging Face datasets library, you can use the `load_dataset` function.\r\n\r\n```\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('csv', data_files={'train': 'path/to/train.c...
2024-03-07T13:58:40
2024-03-31T08:09:25
NaT
NONE
nan
Hi, if I want to load the dataset from local file, then how to specify the configuration name? _Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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2173603459
I_kwDODunzps6Bjo6D
6720
TypeError: 'str' object is not callable
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[ "Hi ! I opened a PR to fix an issue in the Features defined in your code\r\n\r\nBasically changing\r\n```python\r\nSequence(\"float32\")\r\n```\r\n\r\nto\r\n```python\r\nSequence(Value(\"float32\"))\r\n```\r\n\r\n\r\nhttps://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/discussions/1", "D'oh! Was wondering wh...
2024-03-07T11:07:09
2024-03-08T07:34:53
2024-03-07 15:13:58+00:00
CONTRIBUTOR
nan
### Describe the bug I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ...
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2169585727
I_kwDODunzps6BUUA_
6719
Is there any way to solve hanging of IterableDataset using split by node + filtering during inference
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2024-03-05T15:55:13
2024-03-05T15:55:13
NaT
NONE
nan
### Describe the bug I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset...
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PR_kwDODunzps5ouwwE
6718
Fix concurrent script loading with force_redownload
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6718). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-05T15:04:20
2024-03-07T14:05:53
2024-03-07 13:58:04+00:00
MEMBER
nan
I added `lock_importable_file` in `get_dataset_builder_class` and `extend_dataset_builder_for_streaming` to fix the issue, and I also added a test cc @clefourrier
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2168726432
I_kwDODunzps6BRCOg
6717
`remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio
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[ "And it also works well with `dataset = dataset.select_columns([\"audio\"])`" ]
2024-03-05T09:33:26
2024-03-05T10:32:19
NaT
NONE
nan
### Describe the bug When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated. ### Steps to reproduce the bug Minimal error code: ```python ...
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2168706558
I_kwDODunzps6BQ9X-
6716
Non-deterministic `Dataset.builder_name` value
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[ "When `rotten_tomatoes` is printed out, the following warning message is also printed out:\r\n\r\n```\r\nYou can avoid this message in future by passing the argument `trust_remote_code=True`.\r\nPassing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.\r\n```...
2024-03-05T09:23:21
2024-03-19T07:58:14
2024-03-19 07:58:14+00:00
NONE
nan
### Describe the bug I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`: ```python import datasets for _ in range(100): ds = datasets.load_dataset("rotten_tomatoes", split="train") print(ds.builder_name) # pr...
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2167747095
PR_kwDODunzps5oo36i
6715
Fix sliced ConcatenationTable pickling with mixed schemas vertically
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2024-03-04T21:02:07
2024-03-05T11:23:05
2024-03-05 11:17:04+00:00
MEMBER
nan
A sliced + pickled ConcatenationTable could end up with a different schema than the original schema, if the slice only contains blocks with only a subset of the columns. This can lead to issues when saving datasets from a concatenation of datasets with mixed schemas Reported in https://discuss.huggingface.co/t/da...
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2167569080
PR_kwDODunzps5ooQd2
6714
Expand no-code dataset info with datasets-server info
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2024-03-04T19:18:10
2024-03-04T20:28:30
2024-03-04 20:22:15+00:00
COLLABORATOR
nan
E.g., to have info about a dataset's number of examples for more informative TQDM bars.
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2166797560
PR_kwDODunzps5olmqh
6713
Bump huggingface-hub lower version to 0.21.2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6713). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq if you agree, I could make a patch release tomorrow morning.", "sure :)", ...
2024-03-04T13:00:52
2024-03-04T18:14:03
2024-03-04 18:06:05+00:00
MEMBER
nan
This should fix the version compatibility issue when using `huggingface_hub` < 0.21.2 and latest fsspec (>=2023.12.0). See my comment: https://github.com/huggingface/datasets/pull/6687#issuecomment-1976493336 >> EDIT: the fix has been released in `huggingface_hub` 0.21.2 - I removed my commits that were using `hugg...
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6712
fix CastError pickling
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2024-03-04T11:14:18
2024-03-04T20:23:47
2024-03-04 20:17:17+00:00
MEMBER
nan
reported in https://discuss.huggingface.co/t/datasetdict-save-to-disk-with-num-proc-1-seems-to-hang-with-error/75595
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6711
3x Faster Text Preprocessing
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[ "Unfortunately, that won't improve the performance. StringZilla repository has extensive benchmarks comparing against different built-in functionality of several programming languages. Using `re.finditer` for tokenization is practically the slowest anti-pattern I've encountered in any language. The gap between that...
2024-03-03T19:03:04
2024-06-26T06:28:14
NaT
NONE
nan
I was preparing some datasets for AI training and noticed that `datasets` by HuggingFace uses the conventional `open` mechanism to read the file and split it into chunks. I thought it can be significantly accelerated, and [started with a benchmark](https://gist.github.com/ashvardanian/55c2052e9f78b05b8d614aa90cb12347):...
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6710
Persist IterableDataset epoch in workers
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2024-03-02T12:08:50
2024-07-01T17:51:25
2024-07-01 17:45:30+00:00
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Use shared memory for the IterableDataset epoch. This way calling `ds.set_epoch()` in the main process will update the epoch in the DataLoader workers as well. This is useful especially because the epoch is used to compute the `effective_seed` used for shuffling. I used torch's shared memory in case users want t...
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Release: 2.18.0
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6707
Silence ruff deprecation messages
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6705
Fix data_files when passing data_dir
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This code should not return empty data files ```python from datasets import load_dataset_builder revision = "3d406e70bc21c3ca92a9a229b4c6fc3ed88279fd" b = load_dataset_builder("bigcode/the-stack-v2-dedup", data_dir="data/Dockerfile", revision=revision) print(b.config.data_files) ``` Previously it would ret...
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6704
Improve default patterns resolution
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6704). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Awesome !\r\n\r\nNote that it can still create duplicates if a path matches several dir...
2024-03-01T16:31:25
2024-04-23T09:43:09
2024-03-15 15:22:03+00:00
COLLABORATOR
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Separate the default patterns that match directories from the ones matching files and ensure directories are checked first (reverts the change from https://github.com/huggingface/datasets/pull/6244, which merged these patterns). Also, ensure that the glob patterns do not overlap to avoid duplicates in the result. A...
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6703
Unable to load dataset that was saved with `save_to_disk`
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[ "`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversion step to get Arrow files from the raw data files...
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### Describe the bug I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead. ### Steps to reproduce the bug 1. Save a dataset with `save_to_disk` 2. Try to load it with `load_datasets` ### Expected behavior I am ab...
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6702
Push samples to dataset on hub without having the dataset locally
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[ "Hi ! For now I would recommend creating a new Parquet file using `dataset_new.to_parquet()` and upload it to HF using `huggingface_hub` every time you get a new batch of data. You can name the Parquet files `0000.parquet`, `0001.parquet`, etc.\r\n\r\nThough maybe make sure to not upload one file per sample since t...
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### Feature request Say I have the following code: ``` from datasets import Dataset import pandas as pd new_data = { "column_1": ["value1", "value2"], "column_2": ["value3", "value4"], } df_new = pd.DataFrame(new_data) dataset_new = Dataset.from_pandas(df_new) # add these samples to a remote datase...
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6701
Base parquet batch_size on parquet row group size
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6701). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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This allows to stream datasets like [Major-TOM/Core-S2L2A](https://huggingface.co/datasets/Major-TOM/Core-S2L2A) which have row groups with few rows (one row is ~10MB). Previously the cold start would take a lot of time and OOM because it would download many row groups before yielding the first example. I tried on O...
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6700
remove_columns is not in-place but the doc shows it is in-place
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[ "Good catch! I've opened a PR with a fix in the `transformers` repo.", "@mariosasko Thanks!\r\n\r\nWill the doc of `datasets` be updated?\r\n\r\nI find some possible mistakes in doc about whether `remove_columns` is in-place.\r\n1. [You can also remove a column using map() with remove_columns but the present meth...
2024-02-28T12:36:22
2024-04-02T17:15:28
2024-04-02 17:15:28+00:00
NONE
nan
### Describe the bug The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns) In the text classification example of transformers v4.38.1, the columns are not removed. h...
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`Dataset` unexpected changed dict data and may cause error
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[ "If `test.jsonl` contains more lines like:\r\n```\r\n{\"id\": 0, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 1, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 2, \"indexs\": {\"-2\": [0, 10]}}\r\n...\r\n{\"id\": n, \"indexs\": {\"-9999\": [0, 10]}}\r\n```\r\n\r\n`Dataset.from_json` will just raise an error:\r\n```\r\nAn...
2024-02-28T05:30:10
2024-02-28T19:14:36
NaT
NONE
nan
### Describe the bug Will unexpected get keys with `None` value in the parsed json dict. ### Steps to reproduce the bug ```jsonl test.jsonl {"id": 0, "indexs": {"-1": [0, 10]}} {"id": 1, "indexs": {"-1": [0, 10]}} ``` ```python dataset = Dataset.from_json('.test.jsonl') print(dataset[0]) ``` Result: ```...
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Faster `xlistdir`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6698). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI failure is unrelated to the changes.", "<details>\n<summary>Show benchmarks</summa...
2024-02-27T22:55:08
2024-02-27T23:44:49
2024-02-27 23:38:14+00:00
COLLABORATOR
nan
Pass `detail=False` to the `fsspec` `listdir` to avoid unnecessarily fetching expensive metadata about the paths.
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Unable to Load Dataset in Kaggle
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[ "FWIW, I run `load_dataset(\"llm-blender/mix-instruct\")` and it ran successfully.\r\nCan you clear your cache and try again?\r\n\r\n\r\n### Environment Info\r\n\r\n- `datasets` version: 2.17.0\r\n- Platform: Linux-6.2.6-76060206-generic-x86_64-with-glibc2.35\r\n- Python version: 3.9.13\r\n- `huggingface_hub` versi...
2024-02-27T18:19:34
2024-02-29T17:32:42
2024-02-29 17:32:41+00:00
NONE
nan
### Describe the bug Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook. Get this Error: ``` --------------------------------------------------------------------------- ValueError Traceback (most recen...
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Make JSON builder support an array of strings
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2024-02-28T06:45:23
2024-02-28 06:39:12+00:00
MEMBER
nan
Support JSON file with an array of strings. Fix #6695.
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Support JSON file with an array of strings
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[ "https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1 has been fixed, but how can we check if there are other datasets with the same error, in datasets-server's database? I don't know how to get the list of erroneous cache entries, since we only copied `Error code: JobManagerCrashedError`, bu...
2024-02-26T12:35:11
2024-03-08T14:16:25
2024-02-28 06:39:13+00:00
MEMBER
nan
Support loading a dataset from a JSON file with an array of strings. See: https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1
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__add__ for Dataset, IterableDataset
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[ "Hi! You can find a reason why we are against this feature in https://github.com/huggingface/datasets/issues/3449. \r\n\r\n> It's too cumbersome to write this command every time we perform a dataset merging operation\r\n\r\nExplicit is better than implicit, so this isn't a good enough reason. \r\n\r\nThanks for the...
2024-02-26T01:46:55
2024-02-29T16:52:58
NaT
NONE
nan
It's too cumbersome to write this command every time we perform a dataset merging operation. ```pythonfrom datasets import concatenate_datasets``` We have added a simple `__add__` magic method to each class using `concatenate_datasets.` ```python from datasets import load_dataset bookcorpus = load_dataset("bookc...
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Update the print message for chunked_dataset in process.mdx
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2024-02-25T18:37:07
2024-02-25T19:57:12
2024-02-25 19:51:02+00:00
CONTRIBUTOR
nan
Update documentation to align with `Dataset.__repr__` change after #423
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Enhancement: Enable loading TSV files in load_dataset()
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[ "Hi @harsh1504660,\r\n\r\nThanks for your work, but this functionality already exists. See my comment in the corresponding issue: https://github.com/huggingface/datasets/issues/6691#issuecomment-1963449923\r\n\r\nNext time you would like to contribute, I would suggest you take on an issue that is previously validat...
2024-02-24T11:38:59
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2024-02-26 07:14:03+00:00
NONE
nan
Fix #6691
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load_dataset() does not support tsv
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[ "#self-assign", "Hi @dipsivenkatesh,\r\n\r\nPlease note that this functionality is already implemented. Our CSV builder uses `pandas.read_csv` under the hood, and you can pass the parameter `delimiter=\"\\t\"` to read TSV files.\r\n\r\nSee the list of CSV config parameters in our docs: https://huggingface.co/docs...
2024-02-24T05:56:04
2024-02-26T07:15:07
2024-02-26 07:09:35+00:00
NONE
nan
### Feature request the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values). ### Motivation cant easily load files of type tsv, have to convert them to another type like csv then load ### Your contribution Can try by raising a PR with a little help, c...
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I_kwDODunzps6AMprB
6690
Add function to convert a script-dataset to Parquet
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2024-02-23T10:28:20
2024-04-12T15:27:05
2024-04-12 15:27:05+00:00
MEMBER
nan
Add function to convert a script-dataset to Parquet and push it to the Hub, analogously to the Space: "Convert a Hugging Face dataset to Parquet"
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2149581147
I_kwDODunzps6AIAFb
6689
.load_dataset() method defaults to zstandard
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[ "The dataset is made of JSON files compressed using zstandard, as you can see here: https://huggingface.co/datasets/cerebras/SlimPajama-627B/tree/main/test/chunk1\r\n\r\nThat's why it asks for zstandard to be installed.\r\n\r\nThough I'm intrigued that you manage to load the dataset without zstandard installed. May...
2024-02-22T17:39:27
2024-03-07T14:54:16
2024-03-07 14:54:15+00:00
NONE
nan
### Describe the bug Regardless of what method I use, datasets defaults to zstandard for unpacking my datasets. This is poor behavior, because not only is zstandard not a dependency in the huggingface package (and therefore, your dataset loading will be interrupted while it asks you to install the package), but it ...
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I_kwDODunzps6AES9D
6688
Tensor type (e.g. from `return_tensors`) ignored in map
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[ "Hi, this is expected behavior since all the tensors are converted to Arrow data (the storage type behind a Dataset).\r\n\r\nTo get pytorch tensors back, you can set the dataset format to \"torch\":\r\n\r\n```python\r\nds = ds.with_format(\"torch\")\r\n```", "Thanks. Just one additional question. During the pipel...
2024-02-22T09:27:57
2024-02-22T15:56:21
NaT
NONE
nan
### Describe the bug I don't know if it is a bug or an expected behavior, but the tensor type seems to be ignored after applying map. For example, mapping over to tokenize text with a transformers' tokenizer always returns lists and it ignore the `return_tensors` argument. If this is an expected behaviour (e.g., fo...
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PR_kwDODunzps5nnqBB
6687
fsspec: support fsspec>=2023.12.0 glob changes
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6687). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Looking into the CI failure, this PR is incompatible with `huggingface-hub>=0.20.0`. It...
2024-02-22T08:59:32
2024-03-04T12:59:42
2024-02-29 15:12:17+00:00
CONTRIBUTOR
nan
- adds support for the `fs.glob` changes introduced in `fsspec==2023.12.0` and unpins the current upper bound Should close #6644 Should close #6645 The `test_data_files` glob/pattern tests pass for me in: - `fsspec==2023.10.0` (the pinned max version in datasets `main`) - `fsspec==2023.12.0` (#6644) - `fsspec...
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I_kwDODunzps6ABMCf
6686
Question: Is there any way for uploading a large image dataset?
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[ "```\r\nimport pandas as pd\r\nfrom datasets import Dataset, Image\r\n\r\n# Read the CSV file\r\ndata = pd.read_csv(\"XXXX.csv\")\r\n\r\n# Create a Hugging Face Dataset\r\ndataset = Dataset.from_pandas(data)\r\ndataset = dataset.cast_column(\"file_name\", Image())\r\n\r\n# Upload to Hugging Face Hub (make sure auth...
2024-02-21T22:07:21
2024-05-02T03:44:59
NaT
NONE
nan
I am uploading an image dataset like this: ``` dataset = load_dataset( "json", data_files={"train": "data/custom_dataset/train.json", "validation": "data/custom_dataset/val.json"}, ) dataset = dataset.cast_column("images", Sequence(Image())) dataset.push_to_hub("StanfordAIMI/custom_dataset", max_shard_si...
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PR_kwDODunzps5ndZQa
6685
Updated Quickstart Notebook link
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6685). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-21T01:04:18
2024-03-12T21:31:04
2024-02-25 18:48:08+00:00
CONTRIBUTOR
nan
Fixed Quickstart Notebook Link in the [Overview notebook](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb)
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PR_kwDODunzps5nYUIf
6684
Improve error message for gated datasets on load
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[ "Thank you ! Should we also add the link to the dataset page ?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6684). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Thank you ! Should...
2024-02-20T10:51:27
2024-02-20T15:40:52
2024-02-20 15:33:56+00:00
MEMBER
nan
Internal Slack discussion: https://huggingface.slack.com/archives/C02V51Q3800/p1708424971135029
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PR_kwDODunzps5nTxGu
6683
Fix imagefolder dataset url
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2024-02-19T16:26:51
2024-02-19T17:24:25
2024-02-19 17:18:10+00:00
COLLABORATOR
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6682
Update GitHub Actions to Node 20
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MEMBER
nan
Update GitHub Actions to Node 20. Fix #6679.
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6681
Update release instructions
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MEMBER
nan
Update release instructions.
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Set dev version
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2141953981
I_kwDODunzps5_q5-9
6679
Node.js 16 GitHub Actions are deprecated
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2024-02-19T09:47:37
2024-02-28T06:56:35
2024-02-28 06:56:35+00:00
MEMBER
nan
`Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/ We should update them to Node 20. See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678 > Node.js 16 actions are deprecat...
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6678
Release: 2.17.1
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6678). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-19T09:24:29
2024-02-19T10:03:00
2024-02-19 09:56:52+00:00
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nan
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2141244167
PR_kwDODunzps5nOmo_
6677
Pass through information about location of cache directory.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6677). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-18T23:48:57
2024-02-28T18:57:39
2024-02-28 18:51:15+00:00
CONTRIBUTOR
nan
If cache directory is set, information is not passed through. Pass download config in as an arg too.
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2140648619
I_kwDODunzps5_l7Sr
6676
Can't Read List of JSON Files Properly
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[ "Found the issue, if there are other files in the directory, it gets caught into this `*` so essentially it should be `*.json`. Could we possibly to check for list of files to make sure the pattern matches json files and raise error if not?", "I don't think we should filter for `*.json` as this might silently rem...
2024-02-17T22:58:15
2024-03-02T20:47:22
NaT
NONE
nan
### Describe the bug Trying to read a bunch of JSON files into Dataset class but default approach doesn't work. I don't get why it works when I read it one by one but not when I pass as a list :man_shrugging: The code fails with ``` ArrowInvalid: JSON parse error: Invalid value. in row 0 UnicodeDecodeError...
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2139640381
I_kwDODunzps5_iFI9
6675
Allow image model (color conversion) to be specified as part of datasets Image() decode
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[ "It would be a great addition indeed :)\r\n\r\nThis can be implemented the same way we have `sampling_rate` for Audio(): we just add a new parameter to the Image() type and take this parameter into account in `Image.decode_example`\r\n\r\nEDIT: adding an example of how it can be used:\r\n\r\n```python\r\nds = ds.ca...
2024-02-16T23:43:20
2024-03-18T15:41:34
2024-03-18 15:41:34+00:00
NONE
nan
### Feature request Typical torchvision / torch Datasets in image applications apply color conversion in the Dataset portion of the code as part of image decode, separately from the image transform stack. This is true for PIL.Image where convert is usually called in dataset, for native torchvision https://pytorch.or...
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2139595576
I_kwDODunzps5_h6M4
6674
Depprcated Overview.ipynb Link to new Quickstart Notebook invalid
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[ "Good catch! Feel free to open a PR to fix the link." ]
2024-02-16T22:51:35
2024-02-25T18:48:09
2024-02-25 18:48:09+00:00
CONTRIBUTOR
nan
### Describe the bug For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken. ### Steps to reproduce the bug Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta...
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2139522827
I_kwDODunzps5_hocL
6673
IterableDataset `set_epoch` is ignored when DataLoader `persistent_workers=True`
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2024-02-16T21:38:12
2024-07-01T17:45:31
2024-07-01 17:45:31+00:00
NONE
nan
### Describe the bug When persistent workers are enabled, the epoch that's set via the IterableDataset instance held by the training process is ignored by the workers as they are disconnected across processes. PyTorch samplers for non-iterable datasets have a mechanism to sync this, datasets.IterableDataset does ...
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2138732288
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6672
Remove deprecated verbose parameter from CSV builder
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6672). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I am merging this PR (so that it is included in the next patch release) to remove the d...
2024-02-16T14:26:21
2024-02-19T09:26:34
2024-02-19 09:20:22+00:00
MEMBER
nan
Remove deprecated `verbose` parameter from CSV builder. Note that the `verbose` parameter is deprecated since pandas 2.2.0. See: - https://github.com/pandas-dev/pandas/pull/56556 - https://github.com/pandas-dev/pandas/pull/57450 Fix #6671.
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6671
CSV builder raises deprecation warning on verbose parameter
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2024-02-16T14:23:46
2024-02-19T09:20:23
2024-02-19 09:20:23+00:00
MEMBER
nan
CSV builder raises a deprecation warning on `verbose` parameter: ``` FutureWarning: The 'verbose' keyword in pd.read_csv is deprecated and will be removed in a future version. ``` See: - https://github.com/pandas-dev/pandas/pull/56556 - https://github.com/pandas-dev/pandas/pull/57450
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2138372958
I_kwDODunzps5_dPte
6670
ValueError
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[ "Hi @prashanth19bolukonda,\r\n\r\nYou have to restart the notebook runtime session after the installation of `datasets`.\r\n\r\nDuplicate of:\r\n- #5923", "Thank you soo much\r\n\r\nOn Fri, Feb 16, 2024 at 8:14 PM Albert Villanova del Moral <\r\n***@***.***> wrote:\r\n\r\n> Closed #6670 <https://github.com/huggin...
2024-02-16T11:05:17
2024-02-17T04:26:34
2024-02-16 14:43:53+00:00
NONE
nan
### Describe the bug ValueError Traceback (most recent call last) [<ipython-input-11-9b99bc80ec23>](https://localhost:8080/#) in <cell line: 11>() 9 import numpy as np 10 import matplotlib.pyplot as plt ---> 11 from datasets import DatasetDict, Dataset 12 from transf...
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2138322662
I_kwDODunzps5_dDbm
6669
attribute error when writing trainer.train()
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[ "Hi! Kaggle notebooks use an outdated version of `datasets`, so you should update the `datasets` installation (with `!pip install -U datasets`) to avoid the error.", "Thank you for your response\r\n\r\nOn Thu, Feb 29, 2024 at 10:55 PM Mario Šaško ***@***.***>\r\nwrote:\r\n\r\n> Closed #6669 <https://github.com/hu...
2024-02-16T10:40:49
2024-03-01T10:58:00
2024-02-29 17:25:17+00:00
NONE
nan
### Describe the bug AttributeError Traceback (most recent call last) Cell In[39], line 2 1 # Start the training process ----> 2 trainer.train() File /opt/conda/lib/python3.10/site-packages/transformers/trainer.py:1539, in Trainer.train(self, resume_from_checkpoint, trial, ignore...
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2137859935
I_kwDODunzps5_bSdf
6668
Chapter 6 - Issue Loading `cnn_dailymail` dataset
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2024-02-16T04:40:56
2024-02-16T04:40:56
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nan
### Describe the bug So I am getting this bug when I try to run cell 4 of the Chapter 6 notebook code: `dataset = load_dataset("ccdv/cnn_dailymail", version="3.0.0")` Error Message: ``` --------------------------------------------------------------------------- ValueError Tracebac...
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6667
Default config for squad is incorrect
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[ "you can try: pip install datasets==2.16.1" ]
2024-02-16T02:36:55
2024-02-23T09:10:00
NaT
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nan
### Describe the bug If you download Squad, it will download the plain_text version, but the config still specifies "default", so if you set the offline mode the cache will try to look it up according to the config_id which is "default" and this will say; ValueError: Couldn't find cache for squad for config 'default'...
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6665
Allow SplitDict setitem to replace existing SplitInfo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6665). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-15T10:17:08
2024-03-01T16:02:46
2024-03-01 15:56:38+00:00
MEMBER
nan
Fix this code provided by @clefourrier ```python import datasets import os token = os.getenv("TOKEN") results = datasets.load_dataset("gaia-benchmark/results_public", "2023", token=token, download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD) results["test"] = datasets.Dataset.from_list([row for row in resu...
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6664
Revert the changes in `arrow_writer.py` from #6636
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6664). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Hi! We can't revert this as the \"reverted\" implementation has quadratic time comple...
2024-02-15T01:47:33
2024-02-16T14:02:39
2024-02-16 02:31:11+00:00
CONTRIBUTOR
nan
#6636 broke `write_examples_on_file` and `write_batch` from the class `ArrowWriter`. I'm undoing these changes. See #6663. Note the current implementation doesn't keep the order of the columns and the schema, thus setting a wrong schema for each column.
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`write_examples_on_file` and `write_batch` are broken in `ArrowWriter`
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[ "Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.", "> Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.\r\n\r\nI feel that'd be good, but it'd be great to release a hotfix ASAP (a re...
2024-02-15T01:43:27
2024-02-16T09:25:00
2024-02-16 09:25:00+00:00
CONTRIBUTOR
nan
### Describe the bug `write_examples_on_file` and `write_batch` are broken in `ArrowWriter` since #6636. The order between the columns and the schema is not preserved anymore. So these functions don't work anymore unless the order happens to align well. ### Steps to reproduce the bug Try to do `write_batch` with any...
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6662
fix: show correct package name to install biopython
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6662). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-13T14:15:04
2024-03-01T17:49:48
2024-03-01 17:43:39+00:00
CONTRIBUTOR
nan
When you try to download a dataset that uses [biopython](https://github.com/biopython/biopython), like `load_dataset("InstaDeepAI/multi_species_genomes")`, you get the error: ``` >>> from datasets import load_dataset >>> dataset = load_dataset("InstaDeepAI/multi_species_genomes") /home/j.vangoey/.pyenv/versions/m...
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6661
Import error on Google Colab
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[ "Hi! This can happen if an incompatible `pyarrow` version (`pyarrow<12.0.0`) has been imported before the `datasets` installation and the Colab session hasn't been restarted afterward. To avoid the error, go to \"Runtime -> Restart session\" after `!pip install -U datasets` and before `import datasets`, or insert t...
2024-02-13T13:12:40
2024-02-25T16:37:54
2024-02-14 08:04:47+00:00
NONE
nan
### Describe the bug Cannot be imported on Google Colab, the import throws the following error: ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility. Expected 88 from C header, got 72 from PyObject ### Steps to reproduce the bug 1. `! pip install -U datasets` 2. `import dataset...
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6660
Automatic Conversion for uint16/uint32 to Compatible PyTorch Dtypes
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2024-02-13T10:24:33
2024-03-01T19:01:57
2024-03-01 18:52:37+00:00
CONTRIBUTOR
nan
This PR addresses an issue encountered when utilizing uint16 or uint32 datatypes with datasets, followed by attempting to convert these datasets into PyTorch-compatible formats. Currently, doing so results in a TypeError due to incompatible datatype conversion, as illustrated by the following example: ```python from ...
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6659
Change default compression argument for JsonDatasetWriter
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6659). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Can someone check this out?", "<details>\n<summary>Show benchmarks</summary>\n\nPyArr...
2024-02-11T23:49:07
2024-03-01T17:51:50
2024-03-01 17:44:55+00:00
CONTRIBUTOR
nan
Change default compression type from `None` to "infer", to align with pandas' defaults. Documentation asks the user to supply `to_json_kwargs` with arguments suitable for pandas' `to_json` method. At the same time, while pandas' by default uses ["infer"](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame....
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6658
[Resumable IterableDataset] Add IterableDataset state_dict
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6658). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "would be nice to have this feature in the new dataset release!", "Before finalising t...
2024-02-11T20:35:52
2024-06-24T09:34:57
2024-06-03 19:15:39+00:00
MEMBER
nan
A simple implementation of a mechanism to resume an IterableDataset. This is WIP and untested. Example: ```python from datasets import Dataset, concatenate_datasets ds = Dataset.from_dict({"a": range(5)}).to_iterable_dataset(num_shards=3) ds = concatenate_datasets([ds] * 2) print(f"{ds.state_dict()=}")...
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6657
Release not pushed to conda channel
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[ "Thanks for reporting, @atulsaurav.\r\n\r\nWe are investigating the issue. ", "I can't fix this issue because I do not appear as a team member of the huggingface datasets project: https://anaconda.org/huggingface/datasets\r\n\r\n@lhoestq could you please add `datasets` team members to the corresponding Anaconda p...
2024-02-11T20:05:17
2024-03-06T15:06:22
2024-03-06 15:06:22+00:00
NONE
nan
### Describe the bug The github actions step to publish the release 2.17.0 to conda channel has failed due to expired token. Can some one please update the anaconda token rerun the failed action? @albertvillanova ? ![image](https://github.com/huggingface/datasets/assets/7138162/1b56ad3d-7643-4778-9cce-4bf531717700...
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2127338377
I_kwDODunzps5-zJuJ
6656
Error when loading a big local json file
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[ "I get similar when dealing with a large jsonl file (6k lines), \r\n\r\n> TypeError: Couldn't cast array of type timestamp[us] to null\r\n\r\nYet when I split it into 1k lines, files, load_dataset works fine!\r\n\r\nhttps://github.com/huggingface/course/issues/692\r\n\r\n" ]
2024-02-09T15:14:21
2024-03-15T22:18:21
NaT
NONE
nan
### Describe the bug When trying to load big json files from a local directory, `load_dataset` throws the following error ``` Traceback (most recent call last): File "/miniconda3/envs/conda-env/lib/python3.10/site-packages/datasets/builder.py", line 1989, in _prepare_split_single writer.write_table(table) ...
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2127020042
I_kwDODunzps5-x8AK
6655
Cannot load the dataset go_emotions
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[ "Thanks for reporting, @arame.\r\n\r\nI guess you have an old version of `transformers` (that submodule is present in `transformers` since version 3.0.1, since nearly 4 years ago). If you update it, the error should disappear:\r\n```shell\r\npip install -U transformers\r\n```\r\n\r\nOn the other hand, I am wonderin...
2024-02-09T12:15:39
2024-02-12T09:35:55
NaT
NONE
nan
### Describe the bug When I run the following code I get an exception; `go_emotions = load_dataset("go_emotions")` > AttributeError Traceback (most recent call last) Cell In[6], [line 1](vscode-notebook-cell:?execution_count=6&line=1) ----> [1](vscode-notebook-cell:?execution_count=6&l...
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2126939358
I_kwDODunzps5-xoTe
6654
Batched dataset map throws exception that cannot cast fixed length array to Sequence
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[ "Hi ! This issue has been fixed by https://github.com/huggingface/datasets/pull/6283\r\n\r\nCan you try again with the new release 2.17.0 ?\r\n\r\n```\r\npip install -U datasets\r\n```\r\n\r\n", "Amazing! It's indeed fixed now. Thanks!" ]
2024-02-09T11:23:19
2024-02-12T08:26:53
2024-02-12 08:26:53+00:00
NONE
nan
### Describe the bug I encountered a TypeError when batch processing a dataset with Sequence features in datasets package version 2.16.1. The error arises from a mismatch in handling fixed-size list arrays during the map function execution. Debugging pinpoints the issue to an if-statement in datasets/table.py, line 20...
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PR_kwDODunzps5mdv5S
6653
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6653). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-09T10:12:02
2024-02-09T10:18:20
2024-02-09 10:12:12+00:00
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6652
Release: 2.17.0
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2024-02-09T09:25:01
2024-02-09T10:11:48
2024-02-09 10:05:35+00:00
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2126649626
I_kwDODunzps5-whka
6651
Slice splits support for datasets.load_from_disk
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2024-02-09T08:00:21
2024-06-14T14:42:46
NaT
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### Feature request Support for slice splits in `datasets.load_from_disk`, similar to how it's already supported for `datasets.load_dataset`. ### Motivation Slice splits are convienient in a numer of cases - adding support to `datasets.load_from_disk` would make working with local datasets easier and homogeniz...
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2125680991
I_kwDODunzps5-s1Ff
6650
AttributeError: 'InMemoryTable' object has no attribute '_batches'
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[ "Hi! Does running the following code also return the same error on your machine? \r\n\r\n```python\r\nimport copy\r\nimport pyarrow as pa\r\nfrom datasets.table import InMemoryTable\r\n\r\ncopy.deepcopy(InMemoryTable(pa.table({\"a\": [1, 2, 3], \"b\": [\"foo\", \"bar\", \"foobar\"]})))\r\n```", "No, it doesn't, ...
2024-02-08T17:11:26
2024-02-21T00:34:41
NaT
NONE
nan
### Describe the bug ``` Traceback (most recent call last): File "finetune.py", line 103, in <module> main(args) File "finetune.py", line 45, in main data_tokenized = data.map(partial(funcs.tokenize_function, tokenizer, File "/opt/conda/envs/ptca/lib/python3.8/site-packages/datasets/dataset_dict....
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2124940213
PR_kwDODunzps5mXRo8
6649
Minor multi gpu doc improvement
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2024-02-08T11:17:24
2024-02-08T11:23:35
2024-02-08 11:17:35+00:00
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nan
just added torch.no_grad and eval()
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6648
Document usage of hfh cli instead of git
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2024-02-08T13:57:41
2024-02-08 13:51:39+00:00
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(basically the same content as the hfh upload docs, but adapted for datasets)
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6647
Update loading.mdx to include "jsonl" file loading.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6647). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "> Thanks for adding the explicit loading command.\r\n> \r\n> However, I would move it j...
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2024-02-08T15:34:17
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* A small update to the documentation, noting the ability to load jsonl files.
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2123134128
PR_kwDODunzps5mRIma
6646
Better multi-gpu example
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6646). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-02-07T14:15:01
2024-02-09T17:43:32
2024-02-07 14:59:11+00:00
MEMBER
nan
Use Qwen1.5-0.5B-Chat as an easy example for multi-GPU the previous example was using a model for translation and the way it was setup was not really the right way to use the model.
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2122956818
I_kwDODunzps5-icAS
6645
Support fsspec 2024.2
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[ "I'd be very grateful. This upper bound banished me straight into dependency hell today. :(" ]
2024-02-07T12:45:29
2024-02-29T15:12:19
2024-02-29 15:12:19+00:00
MEMBER
nan
Support fsspec 2024.2. First, we should address: - #6644
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I_kwDODunzps5-iboS
6644
Support fsspec 2023.12
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[ "The pinned fsspec version range dependency conflict has been affecting several of our users in https://github.com/iterative/dvc. I've opened an initial PR that I think should resolve the glob behavior changes with using datasets + the latest fsspec release.\r\n\r\nPlease let us know if there's any other fsspec rel...
2024-02-07T12:44:39
2024-02-29T15:12:18
2024-02-29 15:12:18+00:00
MEMBER
nan
Support fsspec 2023.12 by handling previous and new glob behavior.
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2121239039
I_kwDODunzps5-b4n_
6643
Faiss GPU index cannot be serialised when passed to trainer
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[ "Hi ! make sure your query embeddings are numpy arrays, not torch tensors ;)", "Hi Quentin, not sure how that solves the problem number 1. I am trying to pass on a dataset with a faiss gpu for training to the standard trainer but getting this serialisation error. What is a workaround this? I do not want to remove...
2024-02-06T16:41:00
2024-02-15T10:29:32
NaT
NONE
nan
### Describe the bug I am working on a retrieval project and encountering I have encountered two issues in the hugging face faiss integration: 1. I am trying to pass in a dataset with a faiss index to the Huggingface trainer. The code works for a cpu faiss index, but doesn't for a gpu one, getting error: ``` ...
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2119085766
I_kwDODunzps5-Tq7G
6642
Differently dataset object saved than it is loaded.
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[ "I see now, that I have to use `load_from_disk`, in order to load dataset properly, not `load_dataset`. Why is this behavior split? Why do we need both, `load_dataset` and `load_from_disk`?\r\n\r\nUnless answered, I believe this might be helpful for other hf datasets newbies.\r\n\r\nAnyway, made a `load_dataset` co...
2024-02-05T17:28:57
2024-02-06T09:50:19
2024-02-06 09:50:19+00:00
NONE
nan
### Describe the bug Differently sized object is saved than it is loaded. ### Steps to reproduce the bug Hi, I save dataset in a following way: ``` dataset = load_dataset("json", data_files={ "train": os.path.join(input_folder, f"{task_met...
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I_kwDODunzps5-Lks8
6641
unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte
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[ "Hi @Hughhuh. \r\n\r\nI have formatted the issue because it was not easily readable. Additionally, the environment info is incomplete: it seems you did not run the proposed CLI command `datasets-cli env` and essential information is missing: version of `datasets`, version of `pyarrow`,...\r\n\r\nWith the informatio...
2024-02-04T08:49:31
2024-02-06T09:26:07
2024-02-06 09:11:45+00:00
NONE
nan
### Describe the bug unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte ### Steps to reproduce the bug ``` import sys sys.getdefaultencoding() 'utf-8' from datasets import load_dataset print(f"Train dataset size: {len(dataset['train'])}") print(f"Test datase...
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2115864531
I_kwDODunzps5-HYfT
6640
Sign Language Support
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2024-02-02T21:54:51
2024-02-02T21:54:51
NaT
NONE
nan
### Feature request Currently, there are only several Sign Language labels, I would like to propose adding all the Signed Languages as new labels which are described in this ISO standard: https://www.evertype.com/standards/iso639/sign-language.html ### Motivation Datasets currently only have labels for several signe...
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6639
Run download_and_prepare if missing splits
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6639). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-02-02T10:36:49
2024-02-06T16:54:22
NaT
MEMBER
nan
A first step towards https://github.com/huggingface/datasets/issues/6529
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6638
Cannot download wmt16 dataset
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[ "Looks like it works with latest datasets repository\r\n```\r\n- `datasets` version: 2.16.2.dev0\r\n- Platform: Linux-5.15.0-92-generic-x86_64-with-glibc2.29\r\n- Python version: 3.8.10\r\n- `huggingface_hub` version: 0.20.3\r\n- PyArrow version: 15.0.0\r\n- Pandas version: 2.0.1\r\n- `fsspec` version: 2023.10.0\r\...
2024-02-01T19:41:42
2024-02-01T20:07:29
2024-02-01 20:07:29+00:00
NONE
nan
### Describe the bug As of this morning (PST) 2/1/2024, seeing the wmt16 dataset is missing from opus , could you suggest an alternative? ``` Downloading data files: 0%| | 0/4 [00:00<?, ?it/s]Tra...
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2113025975
I_kwDODunzps598je3
6637
'with_format' is extremely slow when used together with 'interleave_datasets' or 'shuffle' on IterableDatasets
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[ "The \"torch\" formatting is usually fast because we do zero-copy conversion from the Arrow data on your disk to Torch tensors. However IterableDataset shuffling seems to do data copies that slow down the pipeline, and it shuffles python objects instead of Arrow data.\r\n\r\nTo fix this we need to implement `Buffer...
2024-02-01T17:16:54
2024-02-05T10:43:47
NaT
NONE
nan
### Describe the bug If you: 1. Interleave two iterable datasets together with the interleave_datasets function, or shuffle an iterable dataset 2. Set the output format to torch tensors with .with_format('torch') Then iterating through the dataset becomes over 100x slower than it is if you don't apply the torch...
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PR_kwDODunzps5lm4zI
6636
Faster column validation and reordering
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6636). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Thanks @mariosasko, I made the changes. However, I did some tests with `map` and I stil...
2024-01-31T19:08:28
2024-02-07T19:39:00
2024-02-06 23:03:38+00:00
CONTRIBUTOR
nan
I work with bioinformatics data and often these tables have thousands and even tens of thousands of features. These tables are also accompanied by metadata that I do not want to pass in the model. When I perform `set_format('pt', columns=large_column_list)` , it can take several minutes before it finishes. The culprit ...
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2110659519
PR_kwDODunzps5lmeNO
6635
Fix missing info when loading some datasets from Parquet export
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6635). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-31T17:55:21
2024-02-07T16:48:55
2024-02-07 16:41:04+00:00
MEMBER
nan
Fix getting the info for script-based datasets with Parquet export with a single config not named "default". E.g. ```python from datasets import load_dataset_builder b = load_dataset_builder("bookcorpus") print(b.info.features) # should print {'text': Value(dtype='string', id=None)} ``` I fixed this by ...
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PR_kwDODunzps5llB9a
6634
Support data_dir parameter in push_to_hub
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2024-01-31T14:37:36
2024-02-05T10:32:49
2024-02-05 10:26:40+00:00
MEMBER
nan
Support `data_dir` parameter in `push_to_hub`. This allows users to organize the data files according to their specific needs. For example, "wikimedia/wikipedia" files could be organized by year and/or date, e.g. "2024/20240101/20240101.en".
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2110124475
PR_kwDODunzps5lknz9
6633
dataset viewer requires no-script
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2024-01-31T13:41:54
2024-01-31T14:05:04
2024-01-31 13:59:01+00:00
CONTRIBUTOR
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PR_kwDODunzps5lfPuk
6632
Fix reload cache with data dir
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2024-01-30T18:52:23
2024-02-06T17:27:35
2024-02-06 17:21:24+00:00
MEMBER
nan
The cache used to only check for the latest cache directory with a given config_name, but it was wrong (e.g. `default-data_dir=data%2Ffortran-data_dir=data%2Ffortran` instead of `default-data_dir=data%2Ffortran`) I fixed this by not passing the `config_kwargs` to the parent Builder `__init__`, and passing the config...
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