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https://api.github.com/repos/huggingface/datasets/issues/5847
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1,706,616,634
I_kwDODunzps5luOc6
5,847
Streaming IterableDataset not working with translation pipeline
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[ "I wasn't sure to file this against transformers or datasets." ]
2023-05-11T21:52:38
2023-05-11T21:54:16
null
NONE
null
### Describe the bug I'm trying to use a streaming dataset for translation inference to avoid downloading the training data. I'm using a pipeline and a dataset, and following the guidance in the tutorial. Instead I get an exception that IterableDataset has no len(). ### Steps to reproduce the bug CODE: ``` ...
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https://api.github.com/repos/huggingface/datasets/issues/5846
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1,706,289,290
I_kwDODunzps5ls-iK
5,846
load_dataset('bigcode/the-stack-dedup', streaming=True) very slow!
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2023-05-11T17:58:57
2023-05-11T17:59:04
null
NONE
null
### Describe the bug Running ``` import datasets ds = datasets.load_dataset('bigcode/the-stack-dedup', streaming=True) ``` takes about 2.5 minutes! I would expect this to be near instantaneous. With other datasets, the runtime is one or two seconds. ### Environment info - `datasets` version: 2.1...
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https://api.github.com/repos/huggingface/datasets/issues/5845
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https://github.com/huggingface/datasets/pull/5845
1,706,253,251
PR_kwDODunzps5QUMjS
5,845
Add `date_format` param to the CSV reader
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5845). 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...
2023-05-11T17:29:57
2023-05-11T17:52:46
null
CONTRIBUTOR
null
Adds the `date_format` param introduced in Pandas 2.0 to the CSV reader and improves its type hints.
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https://api.github.com/repos/huggingface/datasets/issues/5844
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1,705,907,812
I_kwDODunzps5lrhZk
5,844
TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to ...
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2023-05-11T14:15:01
2023-05-11T14:15:01
null
NONE
null
### Describe the bug TypeError: Couldn't cast array of type struct<answer: struct<unanswerable: bool, answerType: string, free_form_answer: string, evidence: list<item: string>, evidenceAnnotate: list<item: string>, highlighted_evidence: list<item: string>>> to {'answer': {'unanswerable': Value(dtype='bool', id=None),...
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https://api.github.com/repos/huggingface/datasets/issues/5841
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1,705,286,639
I_kwDODunzps5lpJvv
5,841
Abusurdly slow on iteration
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2023-05-11T08:04:09
2023-05-11T08:04:52
null
NONE
null
### Describe the bug I am attempting to iterate through an image dataset, but I am encountering a significant slowdown in the iteration speed. In order to investigate this issue, I conducted the following experiment: ```python a=torch.randn(100,224) a=torch.stack([a] * 10000) a.shape # %% ds=Dataset.from_d...
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https://api.github.com/repos/huggingface/datasets/issues/5840
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1,705,212,085
I_kwDODunzps5lo3i1
5,840
load model error.
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[ "Please report this in the `transformers` repo, as it's not related to `datasets`" ]
2023-05-11T07:12:38
2023-05-11T17:39:42
null
NONE
null
### Describe the bug I had trained one model use deepspeed, when I load the final load I get the follow error: OSError: Can't load tokenizer for '/XXX/DeepSpeedExamples/applications/DeepSpeed-Chat/output/step3-models/1.3b/actor'. If you were trying to load it from 'https://huggingface.co/models', make sure you don't ...
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https://api.github.com/repos/huggingface/datasets/issues/5842
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1,705,510,602
I_kwDODunzps5lqAbK
5,842
Remove columns in interable dataset
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[ "Transferring this issue as it's related to the 🤗 Datasets library ", "Hi @surya-narayanan! Could you provide some code snippet?", "This method has been recently added to the `IterableDataset`, so you need to update the `datasets`' installation (`pip install -U datasets`) to use it." ]
2023-05-11T03:48:46
2023-05-11T17:35:16
null
NONE
null
### Feature request Right now, remove_columns() produces a NotImplementedError for iterable style datasets ### Motivation It would be great to have the same functionality irrespective of whether one is using an iterable or a map-style dataset ### Your contribution hope and courage.
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1,705,514,551
I_kwDODunzps5lqBY3
5,843
Can't add iterable datasets to a Dataset Dict.
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[ "Transferring as this is relating to the 🤗 Datasets library", "You need to use `IterableDatasetDict` instead of `DatasetDict` for iterable datasets." ]
2023-05-11T02:09:29
2023-05-11T17:45:51
null
NONE
null
### System Info standard env ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reproduction Get th...
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1,704,554,718
I_kwDODunzps5lmXDe
5,839
Make models/functions optimized with `torch.compile` hashable
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2023-05-10T20:02:08
2023-05-10T20:02:08
null
CONTRIBUTOR
null
As reported in https://github.com/huggingface/datasets/issues/5819, hashing functions/transforms that reference a model, or a function, optimized with `torch.compile` currently fails due to them not being picklable (the concrete error can be found in the linked issue). The solutions to consider: 1. hashing/pickling...
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https://api.github.com/repos/huggingface/datasets/issues/5838
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1,703,210,848
I_kwDODunzps5lhO9g
5,838
Streaming support for `load_from_disk`
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[ "As the name says, `load_from_disk` load the data from your disk. If the data is hosted on S3, it is first downloaded locally and then loaded from your disk.\r\n\r\nThere is a discussion on streaming data from S3 here though: #5281 ", "@lhoestq \r\nThanks for your comment. I have checked out the discussion before...
2023-05-10T06:25:22
2023-05-11T16:44:49
null
NONE
null
### Feature request Support for streaming datasets stored in object stores in `load_from_disk`. ### Motivation The `load_from_disk` function supports fetching datasets stored in object stores such as `s3`. In many cases, the datasets that are stored in object stores are very large and being able to stream the data ...
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https://api.github.com/repos/huggingface/datasets/issues/5837
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1,703,019,816
I_kwDODunzps5lggUo
5,837
Use DeepSpeed load myself " .csv " dataset.
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[ "Hi ! Doing `load_dataset(\"path/to/data.csv\")` is not supported yet, but you can do\r\n\r\n```python\r\nds = load_dataset(\"csv\", data_files=[\"path/to/data.csv\"])\r\n```" ]
2023-05-10T02:39:28
2023-05-10T12:23:48
null
NONE
null
### Describe the bug When I use DeepSpeed train a model with my own " XXX.csv" dataset I got the follow question: Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/fm001/.conda/envs/hzl/lib/python3.8/site-packages/datasets/load.py", line 1767, in load_dataset builder_instan...
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1,702,773,316
PR_kwDODunzps5QIgzu
5,836
[docs] Custom decoding transforms
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5836). All of your documentation changes will be reflected on that endpoint.", "The error seems unrelated to the changes, so feel free to merge.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\...
2023-05-09T21:21:41
2023-05-10T20:30:18
2023-05-10T20:23:03
MEMBER
null
Adds custom decoding transform solution to the docs to fix #5782.
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Always set nullable fields in the writer
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5835). 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...
2023-05-09T18:16:59
2023-05-10T11:40:34
null
MEMBER
null
This fixes loading of e.g. parquet data with non-nullable fields. Indeed `datasets.Features` doesn't support non-nullable fields, which can lead to data not concatenable due to arrow schema mismatch.
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1,702,448,892
I_kwDODunzps5leU78
5,834
Is uint8 supported?
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[ "Hi ! The numpy formatting detaults to int64 and float32 - but you can use uint8 using\r\n```python\r\nds = ds.with_format(\"numpy\", dtype=np.uint8)\r\n```", "Related to https://github.com/huggingface/datasets/issues/5517." ]
2023-05-09T17:31:13
2023-05-10T14:40:49
null
NONE
null
### Describe the bug I expect the dataset to store the data in the `uint8` data type, but it's returning `int64` instead. While I've found that `datasets` doesn't yet support float16 (https://github.com/huggingface/datasets/issues/4981), I'm wondering if this is the case for other data types as well. Is there a way ...
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1,702,280,682
I_kwDODunzps5ldr3q
5,833
Unable to push dataset - `create_pr` problem
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[ "Thanks for reporting, @agombert.\r\n\r\nIn this case, I think the root issue is authentication: before pushing to Hub, you should authenticate. See our docs: https://huggingface.co/docs/datasets/upload_dataset#upload-with-python\r\n> 2. To upload a dataset on the Hub in Python, you need to log in to your Hugging F...
2023-05-09T15:32:55
2023-05-09T20:57:56
null
NONE
null
### Describe the bug I can't upload to the hub the dataset I manually created locally (Image dataset). I have a problem when using the method `.push_to_hub` which asks for a `create_pr` attribute which is not compatible. ### Steps to reproduce the bug here what I have: ```python dataset.push_to_hub("agomberto/Fr...
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1,702,135,336
I_kwDODunzps5ldIYo
5,832
404 Client Error: Not Found for url: https://huggingface.co/api/models/bert-large-cased
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[ "moved to https://github.com/huggingface/transformers/issues/23233" ]
2023-05-09T14:14:59
2023-05-09T14:25:59
2023-05-09T14:25:59
NONE
null
### Describe the bug Running [Bert-Large-Cased](https://huggingface.co/bert-large-cased) model causes `HTTPError`, with the following traceback- ``` HTTPError Traceback (most recent call last) <ipython-input-6-5c580443a1ad> in <module> ----> 1 tokenizer = BertTokenizer.from_pretra...
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1,701,813,835
I_kwDODunzps5lb55L
5,831
[Bug]504 Server Error when loading dataset which was already cached
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[ "I am experiencing the same problem with the following environment:\r\n\r\n* `datasets` version: 2.11.0\r\n* Platform: `Linux 5.19.0-41-generic x86_64 GNU/Linux`\r\n* Python version: `3.8.5`\r\n* Huggingface_hub version: 0.13.3\r\n* PyArrow version: `11.0.0`\r\n* Pandas version: `1.5.3`\r\n\r\nTrying to get some di...
2023-05-09T10:31:07
2023-05-10T01:48:20
null
NONE
null
### Describe the bug I have already cached the dataset using: ``` dataset = load_dataset("databricks/databricks-dolly-15k", cache_dir="/mnt/data/llm/datasets/databricks-dolly-15k") ``` After that, I tried to load it again using the same machine, I got this error: ``` Traceback (most rece...
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1,701,451,399
PR_kwDODunzps5QEFEi
5,830
Debug windows #2
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2023-05-09T06:40:34
2023-05-09T06:40:47
2023-05-09T06:40:47
NONE
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(mach-o file, but is an incompatible architecture (have 'arm64', need 'x86_64'))
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[ "Can you paste the error stack trace?", "That is weird. I can't reproduce it again after reboot.\r\n```python\r\nIn [2]: import platform\r\n\r\nIn [3]: platform.platform()\r\nOut[3]: 'macOS-13.2-arm64-arm-64bit'\r\n\r\nIn [4]: from datasets import load_dataset\r\n ...:\r\n ...: jazzy = load_dataset(\"nomic-ai...
2023-05-08T10:07:14
2023-05-09T00:46:42
2023-05-09T00:46:42
NONE
null
### Describe the bug M2 MBP can't run ```python from datasets import load_dataset jazzy = load_dataset("nomic-ai/gpt4all-j-prompt-generations", revision='v1.2-jazzy') ``` ### Steps to reproduce the bug 1. Use M2 MBP 2. Python 3.10.10 from pyenv 3. Run ``` from datasets import load_dataset jazzy = load_...
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1,699,235,739
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5,828
Stream data concatenation issue
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[ "Hi! \r\n\r\nYou can call `map` as follows to avoid the error:\r\n```python\r\naugmented_dataset_cln = dataset_cln['train'].map(augment_dataset, features=dataset_cln['train'].features)\r\n```", "Thanks it is solved" ]
2023-05-07T21:02:54
2023-05-10T05:06:58
2023-05-10T05:05:47
NONE
null
### Describe the bug I am not able to concatenate the augmentation of the stream data. I am using the latest version of dataset. ValueError: The features can't be aligned because the key audio of features {'audio_id': Value(dtype='string', id=None), 'audio': {'array': Sequence(feature=Value(dtype='float32', id=...
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1,698,891,246
I_kwDODunzps5lQwXu
5,827
load json dataset interrupt when dtype cast problem occured
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[ "Indeed the JSON dataset builder raises an error when it encounters an unexpected type.\r\n\r\nThere's an old PR open to add away to ignore such elements though, if it can help: https://github.com/huggingface/datasets/pull/2838" ]
2023-05-07T04:52:09
2023-05-10T12:32:28
null
NONE
null
### Describe the bug i have a json like this: [ {"id": 1, "name": 1}, {"id": 2, "name": "Nan"}, {"id": 3, "name": 3}, .... ] ,which have several problematic rows data like row 2, then i load it with datasets.load_dataset('json', data_files=['xx.json'], split='train'), it will report like this: ...
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5,826
Support working_dir in from_spark
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5826). All of your documentation changes will be reflected on that endpoint." ]
2023-05-05T20:22:40
2023-05-10T05:52:46
null
CONTRIBUTOR
null
Accept `working_dir` as an argument to `Dataset.from_spark`. Setting a non-NFS working directory for Spark workers to materialize to will improve write performance.
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FileNotFound even though exists
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[ "Hi! \r\n\r\nThis would only work if `bigscience/xP3` was a no-code dataset, but it isn't (it has a Python builder script).\r\n\r\nBut this should work: \r\n```python\r\nload_dataset(\"json\", data_files=\"https://huggingface.co/datasets/bigscience/xP3/resolve/main/ur/xp3_facebook_flores_spa_Latn-urd_Arab_devtest_a...
2023-05-05T09:49:55
2023-05-07T17:43:46
null
CONTRIBUTOR
null
### Describe the bug I'm trying to download https://huggingface.co/datasets/bigscience/xP3/resolve/main/ur/xp3_facebook_flores_spa_Latn-urd_Arab_devtest_ab-spa_Latn-urd_Arab.jsonl which works fine in my webbrowser, but somehow not with datasets. Am I doing sth wrong? ``` Downloading builder script: 100% 2.82k/2.8...
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https://api.github.com/repos/huggingface/datasets/issues/5824
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https://github.com/huggingface/datasets/pull/5824
1,697,152,148
PR_kwDODunzps5P1rIZ
5,824
Fix incomplete docstring for `BuilderConfig`
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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...
2023-05-05T07:34:28
2023-05-05T12:39:14
2023-05-05T12:31:54
CONTRIBUTOR
null
Fixes #5820 Also fixed a couple of typos I spotted
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https://api.github.com/repos/huggingface/datasets/issues/5823
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https://github.com/huggingface/datasets/issues/5823
1,697,024,789
I_kwDODunzps5lJosV
5,823
[2.12.0] DatasetDict.save_to_disk not saving to S3
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[ "Hi ! Can you try adding the `s3://` prefix ?\r\n```python\r\nf\"s3://{s3_bucket}/{s3_dir}/{dataset_name}\"\r\n```", "Ugh, yeah that was it. Thank you!" ]
2023-05-05T05:22:59
2023-05-05T15:01:18
2023-05-05T15:01:17
NONE
null
### Describe the bug When trying to save a `DatasetDict` to a private S3 bucket using `save_to_disk`, the artifacts are instead saved locally, and not in the S3 bucket. I have tried using the deprecated `fs` as well as the `storage_options` arguments and I get the same results. ### Steps to reproduce the bug 1. C...
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