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https://api.github.com/repos/huggingface/datasets/issues/5464
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I_kwDODunzps5c1PxY
5,464
NonMatchingChecksumError for hendrycks_test
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2023-01-26T00:43:23Z
2023-01-27T05:44:31Z
2023-01-26T07:41:58Z
NONE
null
### Describe the bug The checksum of the file has likely changed on the remote host. ### Steps to reproduce the bug `dataset = nlp.load_dataset("hendrycks_test", "anatomy")` ### Expected behavior no error thrown ### Environment info - `datasets` version: 2.2.1 - Platform: macOS-13.1-arm64-arm-64bit - Pyt...
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5,463
Imagefolder docs: mention support of CSV and ZIP
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5,462
Concatenate on axis=1 with misaligned blocks
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2023-01-25T12:33:22Z
2023-01-26T09:37:00Z
2023-01-26T09:27:19Z
MEMBER
null
Allow to concatenate on axis 1 two tables made of misaligned blocks. For example if the first table has 2 row blocks of 3 rows each, and the second table has 3 row blocks or 2 rows each. To do that, I slice the row blocks to re-align the blocks. Fix https://github.com/huggingface/datasets/issues/5413
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I_kwDODunzps5ct4uv
5,461
Discrepancy in `nyu_depth_v2` dataset
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2023-01-24T19:15:46Z
2023-02-06T20:52:00Z
null
CONTRIBUTOR
null
### Describe the bug I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid...
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5,460
Document that removing all the columns returns an empty document and the num_row is lost
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2023-01-24T17:33:38Z
2023-01-25T16:11:10Z
2023-01-25T16:04:03Z
MEMBER
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5,459
Disable aiohttp requoting of redirection URL
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2023-01-24T17:18:59Z
2023-02-01T08:45:33Z
2023-01-31T08:37:54Z
MEMBER
null
The library `aiohttp` performs a requoting of redirection URLs that unquotes the single quotation mark character: `%27` => `'` This is a problem for our Hugging Face Hub, which requires exact URL from location header. Specifically, in the query component of the URL (`https://netloc/path?query`), the value for `re...
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5,458
slice split while streaming
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2023-01-24T14:08:17Z
2023-01-24T15:11:47Z
2023-01-24T15:11:47Z
NONE
null
### Describe the bug When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported. Did I miss this in the documentation? ### Steps to reproduce the bug `load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")` causes ValueError: Bad split:...
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5,457
prebuilt dataset relies on `downloads/extracted`
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2023-01-24T02:09:32Z
2023-01-24T18:14:10Z
null
MEMBER
null
### Describe the bug I pre-built the dataset: ``` python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing ``` and it can be used just fine. now I wipe out `downloads/extracted` and it no longer works. ``` rm -r ~/.cache/huggingface...
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PR_kwDODunzps5IXq92
5,456
feat: tqdm for `to_parquet`
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2023-01-23T22:05:38Z
2023-01-24T11:26:47Z
2023-01-24T11:17:12Z
CONTRIBUTOR
null
As described in #5418 I noticed also that the `to_json` function supports multi-workers whereas `to_parquet`, is that not possible/not needed with Parquet or something that hasn't been implemented yet?
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5,455
Single TQDM bar in multi-proc map
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2023-01-23T12:49:40Z
2023-02-13T20:23:34Z
2023-02-13T20:16:38Z
CONTRIBUTOR
null
Use the "shard generator approach with periodic progress updates" (used in `save_to_disk` and multi-proc `load_dataset`) in `Dataset.map` to enable having a single TQDM progress bar in the multi-proc mode. Closes https://github.com/huggingface/datasets/issues/771, closes https://github.com/huggingface/datasets/issue...
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5,454
Save and resume the state of a DataLoader
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2023-01-23T10:58:54Z
2023-01-24T01:45:48Z
null
MEMBER
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It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed) What I have in mind (but lmk if you have other ideas or comments): For map-style datasets, this requires to have a PyTorch Sampler state that can be sav...
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5,453
Fix base directory while extracting insecure TAR files
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2023-01-23T08:57:40Z
2023-01-24T01:34:20Z
2023-01-23T10:10:42Z
MEMBER
null
This PR fixes the extraction of insecure TAR files by changing the base path against which TAR members are compared: - from: "." - to: `output_path` This PR also adds tests for extracting insecure TAR files. Related to: - #5441 - #5452 @stas00 please note this PR addresses just one of the issues you pointe...
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5,452
Swap log messages for symbolic/hard links in tar extractor
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2023-01-23T07:53:38Z
2023-01-23T09:40:55Z
2023-01-23T08:31:17Z
MEMBER
null
The log messages do not match their if-condition. This PR swaps them. Found while investigating: - #5441 CC: @lhoestq
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5,451
ImageFolder BadZipFile: Bad offset for central directory
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2023-01-22T23:50:12Z
2023-02-10T16:31:37Z
2023-02-10T16:31:36Z
NONE
null
### Describe the bug I'm getting the following exception: ``` lib/python3.10/zipfile.py:1353 in _RealGetContents │ │ │ │ 1350 │ │ # self.start_dir: Position of start of central directory ...
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I_kwDODunzps5cdAz1
5,450
to_tf_dataset with a TF collator causes bizarrely persistent slowdown
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2023-01-20T16:08:37Z
2023-02-13T14:13:34Z
2023-02-13T14:13:34Z
MEMBER
null
### Describe the bug This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing) Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla...
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1,550,801,453
PR_kwDODunzps5INgD9
5,449
Support fsspec 2023.1.0 in CI
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2023-01-20T12:53:17Z
2023-01-20T13:32:50Z
2023-01-20T13:26:03Z
MEMBER
null
Support fsspec 2023.1.0 in CI. In the 2023.1.0 fsspec release, they replaced the type of `fsspec.registry`: - from `ReadOnlyRegistry`, with an attribute called `target` - to `MappingProxyType`, without that attribute Consequently, we need to change our `mock_fsspec` fixtures, that were using the `target` attrib...
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5,448
Support fsspec 2023.1.0 in CI
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2023-01-20T10:26:31Z
2023-01-20T13:26:05Z
2023-01-20T13:26:05Z
MEMBER
null
Once we find out the root cause of: - #5445 we should revert the temporary pin on fsspec introduced by: - #5447
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5,447
Fix CI by temporarily pinning fsspec < 2023.1.0
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2023-01-20T10:11:02Z
2023-01-20T10:38:13Z
2023-01-20T10:28:43Z
MEMBER
null
Temporarily pin fsspec < 2023.1.0 Fix #5445.
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test v0.12.0.rc0
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2023-01-20T10:05:19Z
2023-01-20T10:43:22Z
2023-01-20T10:13:48Z
CONTRIBUTOR
null
DO NOT MERGE. Only to test the CI. cc @lhoestq @albertvillanova
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5,445
CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target'
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2023-01-20T10:03:10Z
2023-01-20T10:28:44Z
2023-01-20T10:28:44Z
MEMBER
null
CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185 ``` ... ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path...
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5,444
info messages logged as warnings
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2023-01-20T01:19:18Z
2023-01-25T15:43:22Z
null
NONE
null
### Describe the bug Code in `datasets` is using `logger.warning` when it should be using `logger.info`. Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category. Definitions from the Python docs for reference: * I...
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1,550,178,914
PR_kwDODunzps5ILbk8
5,443
Update share tutorial
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2023-01-20T01:09:14Z
2023-01-20T15:44:45Z
2023-01-20T15:37:30Z
MEMBER
null
Based on feedback from discussion #5423, this PR updates the sharing tutorial with a mention of writing your own dataset loading script to support more advanced dataset creation options like multiple configs. I'll open a separate PR to update the *Create a Dataset card* with the new Hub metadata UI update 😄
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5,442
OneDrive Integrations with HF Datasets
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2023-01-19T23:12:08Z
2023-01-20T18:05:52Z
null
NONE
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### Feature request First of all , I would like to thank all community who are developed DataSet storage and make it free available How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section. For example, if I have **50GB** on my **Onedrive*...
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5,441
resolving a weird tar extract issue
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2023-01-19T02:17:21Z
2023-01-20T16:49:22Z
null
MEMBER
null
ok, every so often, I have been getting a strange failure on dataset install: ``` $ python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing No config specified, defaulting to: general-pmd-synthetic-testing/100.unique Downloading and prep...
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5,440
Fix documentation about batch samplers
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2023-01-18T17:04:27Z
2023-01-18T17:57:29Z
2023-01-18T17:50:04Z
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5,439
[dataset request] Add Common Voice 12.0
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2023-01-18T13:07:05Z
2023-01-25T18:38:53Z
null
NONE
null
### Feature request Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets. ### Motivation The dataset link: https://commonvoice.mozilla.org/en/datasets
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Update actions/checkout in CD Conda release
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2023-01-18T06:53:15Z
2023-01-18T13:49:51Z
2023-01-18T13:42:49Z
MEMBER
null
This PR updates the "checkout" GitHub Action to its latest version, as previous ones are deprecated: https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead-of-node12/
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Can't load png dataset with 4 channel (RGBA)
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2023-01-17T18:22:27Z
2023-01-18T20:20:15Z
2023-01-18T20:20:15Z
NONE
null
I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https://user-images.githubusercontent.com/41611046...
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Revert container image pin in CI benchmarks
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2023-01-17T15:59:50Z
2023-01-18T09:05:49Z
2023-01-18T06:29:06Z
CONTRIBUTOR
null
Closes #5433, reverts #5432, and also: * Uses [ghcr.io container images](https://cml.dev/doc/self-hosted-runners/#docker-images) for extra speed * Updates `actions/checkout` to `v3` (note that `v2` is [deprecated](https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead...
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Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage
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2023-01-17T10:04:16Z
2023-01-19T09:56:03Z
2023-01-19T09:56:03Z
NONE
null
### Describe the bug In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states: > Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou...
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sample_dataset module not found
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2023-01-17T09:57:54Z
2023-01-19T13:52:12Z
2023-01-19T07:55:11Z
NONE
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Support latest Docker image in CI benchmarks
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2023-01-17T09:06:08Z
2023-01-18T06:29:08Z
2023-01-18T06:29:08Z
MEMBER
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Once we find out the root cause of: - #5431 we should revert the temporary pin on the Docker image version introduced by: - #5432
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Fix CI benchmarks by temporarily pinning Docker image version
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2023-01-17T07:15:31Z
2023-01-17T08:58:22Z
2023-01-17T08:51:17Z
MEMBER
null
This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag. It also updates deprecated `cml-send-comment` command and using `cml comment create` instead. Fix #5431.
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CI benchmarks are broken: Unknown arguments: runnerPath, path
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2023-01-17T06:49:57Z
2023-01-18T06:33:24Z
2023-01-17T08:51:18Z
MEMBER
null
Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161 ``` Unknown arguments: runnerPath, path ``` Stack trace: ``` 100%|██████████| 500/500 [00:01<00:00, 338.98ba/s] Updating lock file 'dvc.lock' To track the changes ...
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Support Apache Beam >= 2.44.0
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2023-01-17T06:42:12Z
2023-01-17T16:12:18Z
null
MEMBER
null
Once we find out the root cause of: - #5426 we should revert the temporary pin on apache-beam introduced by: - #5429
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Fix CI by temporarily pinning apache-beam < 2.44.0
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2023-01-16T16:20:09Z
2023-01-16T16:51:42Z
2023-01-16T16:49:03Z
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Temporarily pin apache-beam < 2.44.0 Fix #5426.
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Load/Save FAISS index using fsspec
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2023-01-16T16:08:12Z
2023-01-19T16:34:34Z
null
CONTRIBUTOR
null
### Feature request From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support) I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`. ### Motivation In...
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1,535,162,889
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5,427
Unable to download dataset id_clickbait
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2023-01-16T16:05:36Z
2023-01-18T09:51:28Z
2023-01-18T09:25:19Z
NONE
null
### Describe the bug I tried to download dataset `id_clickbait`, but receive this error message. ``` FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip ``` When i open the link using browser, i got this XML data. ```xml <?xml versi...
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CI tests are broken: SchemaInferenceError
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2023-01-16T16:02:07Z
2023-01-17T07:17:12Z
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MEMBER
null
CI is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004 ``` FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writer.SchemaInferenceError: Please pass `features` or at least one example when writin...
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Sort on multiple keys with datasets.Dataset.sort()
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2023-01-16T09:22:26Z
2023-02-03T13:42:23Z
null
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### Feature request From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1 `sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function. The suggested solution: > ... having something similar to panda...
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When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset?
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2023-01-16T06:54:28Z
2023-01-19T15:09:14Z
null
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### Describe the bug I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`. ### Steps to reproduce the bug Steps to reproduc...
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Datasets load error for saved github issues
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2023-01-14T17:29:38Z
2023-01-16T13:10:30Z
null
NONE
null
### Describe the bug Loading a previously downloaded & saved dataset as described in the HuggingFace course: issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train") Gives this error: datasets.builder.DatasetGenerationError: An error occurred while generating the dataset...
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Support case-insensitive Hub dataset name in load_dataset
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2023-01-13T13:07:07Z
2023-01-13T20:12:32Z
2023-01-13T20:12:32Z
CONTRIBUTOR
null
### Feature request The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue. Ideally, we could load the glue dataset using the following: ``` from d...
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ci: 🎡 remove two obsolete issue templates
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2023-01-13T12:58:43Z
2023-01-13T13:36:00Z
2023-01-13T13:29:01Z
CONTRIBUTOR
null
add-dataset is not needed anymore since the "canonical" datasets are on the Hub. And dataset-viewer is managed within the datasets-server project. See https://github.com/huggingface/datasets/issues/new/choose <img width="1245" alt="Capture d’écran 2023-01-13 à 13 59 58" src="https://user-images.githubuserconten...
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label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator
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2023-01-13T09:40:07Z
2023-01-19T15:46:51Z
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### Describe the bug When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default column name is `label` if binary or `label_ids` if multi-class problem. It is required to rename the column...
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Add ProgressBar for `to_parquet`
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2023-01-12T05:06:20Z
2023-01-24T18:18:24Z
2023-01-24T18:18:24Z
CONTRIBUTOR
null
### Feature request Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works. ### Motivation It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar ### Your contribution Sure I can help if needed
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Fix RuntimeError: Sharding is ambiguous for this dataset
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2023-01-10T08:43:19Z
2023-01-18T17:12:17Z
2023-01-18T14:09:02Z
MEMBER
null
This PR fixes the RuntimeError: Sharding is ambiguous for this dataset. The error for ambiguous sharding will be raised only if num_proc > 1. Fix #5415, fix #5414. Fix https://huggingface.co/datasets/ami/discussions/3.
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RuntimeError: Sharding is ambiguous for this dataset
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2023-01-10T07:36:11Z
2023-01-18T14:09:04Z
2023-01-18T14:09:03Z
MEMBER
null
### Describe the bug When loading some datasets, a RuntimeError is raised. For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3 ``` .../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size) ...
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5,414
Sharding error with Multilingual LibriSpeech
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2023-01-09T14:45:31Z
2023-01-18T14:09:04Z
2023-01-18T14:09:04Z
NONE
null
### Describe the bug Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace: ``` Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/datasets/facebook___multilingual_librispeech/german/...
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5,413
concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers
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2023-01-08T17:01:52Z
2023-01-26T09:27:21Z
2023-01-26T09:27:21Z
NONE
null
### Describe the bug When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails: ``` File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/combine.py", line 182, in concatenate_datasets return _concatenate_map_style_data...
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5,412
load_dataset() cannot find dataset_info.json with multiple training runs in parallel
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2023-01-08T00:44:32Z
2023-01-19T20:28:43Z
2023-01-19T20:28:43Z
NONE
null
### Describe the bug I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error. If there is a workaround to ignore the cache I think that would ...
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5,411
Update docs of S3 filesystem with async aiobotocore
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2023-01-06T23:19:17Z
2023-01-18T11:18:59Z
2023-01-18T11:12:04Z
CONTRIBUTOR
null
[s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf). Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets
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Map-style Dataset to IterableDataset
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2023-01-05T18:12:17Z
2023-02-01T18:11:45Z
2023-02-01T16:36:01Z
MEMBER
null
Added `ds.to_iterable()` to get an iterable dataset from a map-style arrow dataset. It also has a `num_shards` argument to split the dataset before converting to an iterable dataset. Sharding is important to enable efficient shuffling and parallel loading of iterable datasets. TODO: - [x] tests - [x] docs Fi...
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5,409
Fix deprecation warning when use_auth_token passed to download_and_prepare
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2023-01-05T09:10:58Z
2023-01-06T11:06:16Z
2023-01-06T10:59:13Z
MEMBER
null
The `DatasetBuilder.download_and_prepare` argument `use_auth_token` was deprecated in: - #5302 However, `use_auth_token` is still passed to `download_and_prepare` in our built-in `io` readers (csv, json, parquet,...). This PR fixes it, so that no deprecation warning is raised. Fix #5407.
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dataset map function could not be hash properly
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2023-01-05T01:59:59Z
2023-01-06T13:22:19Z
2023-01-06T13:22:18Z
NONE
null
### Describe the bug I follow the [blog post](https://huggingface.co/blog/fine-tune-whisper#building-a-demo) to finetune a Cantonese transcribe model. When using map function to prepare dataset, following warning pop out: `common_voice = common_voice.map(prepare_dataset, remove_...
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5,407
Datasets.from_sql() generates deprecation warning
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2023-01-05T00:43:17Z
2023-01-06T10:59:14Z
2023-01-06T10:59:14Z
NONE
null
### Describe the bug Calling `Datasets.from_sql()` generates a warning: `.../site-packages/datasets/builder.py:712: FutureWarning: 'use_auth_token' was deprecated in version 2.7.1 and will be removed in 3.0.0. Pass 'use_auth_token' to the initializer/'load_dataset_builder' instead.` ### Steps to reproduce the ...
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[2.6.1][2.7.0] Upgrade `datasets` to fix `TypeError: can only concatenate str (not "int") to str`
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2023-01-04T15:10:04Z
2023-02-08T10:25:01Z
null
MEMBER
null
`datasets` 2.6.1 and 2.7.0 started to stop supporting datasets like IMDB, ConLL or MNIST datasets. When loading a dataset using 2.6.1 or 2.7.0, you may this error when loading certain datasets: ```python TypeError: can only concatenate str (not "int") to str ``` This is because we started to update the metadat...
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5,405
size_in_bytes the same for all splits
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2023-01-03T20:25:48Z
2023-01-04T09:22:59Z
null
NONE
null
### Describe the bug Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example: ``` >>> from datasets import load_da...
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5,404
Better integration of BIG-bench
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2023-01-03T15:37:57Z
2023-02-09T20:30:26Z
null
MEMBER
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### Feature request Ideally, it would be nice to have a maintained PyPI package for `bigbench`. ### Motivation We'd like to allow anyone to access, explore and use any task. ### Your contribution @lhoestq has opened an issue in their repo: - https://github.com/google/BIG-bench/issues/906
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5,403
Replace one letter import in docs
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2023-01-03T14:26:32Z
2023-01-03T15:06:18Z
2023-01-03T14:59:01Z
CONTRIBUTOR
null
This PR updates a code example for consistency across the docs based on [feedback from this comment](https://github.com/huggingface/transformers/pull/20925/files/9fda31634d203a47d3212e4e8d43d3267faf9808#r1058769500): "In terms of style we usually stay away from one-letter imports like this (even if the community use...
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5,402
Missing state.json when creating a cloud dataset using a dataset_builder
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2023-01-03T13:39:59Z
2023-01-04T17:23:57Z
null
NONE
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### Describe the bug Using `load_dataset_builder` to create a builder, run `download_and_prepare` do upload it to S3. However when trying to load it, there are missing `state.json` files. Complete example: ```python from aiobotocore.session import AioSession as Session from datasets import load_from_disk, load_da...
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5,401
Support Dataset conversion from/to Spark
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2023-01-03T09:57:40Z
2023-01-05T14:21:33Z
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MEMBER
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This PR implements Spark integration by supporting `Dataset` conversion from/to Spark `DataFrame`.
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Support streaming datasets with os.path.exists and Path.exists
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2023-01-03T07:42:37Z
2023-01-06T10:42:44Z
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MEMBER
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Support streaming datasets with `os.path.exists` and `pathlib.Path.exists`.
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Got disconnected from remote data host. Retrying in 5sec [2/20]
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2023-01-01T13:00:11Z
2023-01-02T07:21:52Z
2023-01-02T07:21:52Z
NONE
null
### Describe the bug While trying to upload my image dataset of a CSV file type to huggingface by running the below code. The dataset consists of a little over 100k of image-caption pairs ### Steps to reproduce the bug ``` df = pd.read_csv('x.csv', encoding='utf-8-sig') features = Features({ 'link': Ima...
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5,398
Unpin pydantic
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2022-12-30T10:37:31Z
2022-12-30T10:43:41Z
2022-12-30T10:43:41Z
MEMBER
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Once `pydantic` fixes their issue in their 1.10.3 version, unpin it. See issue: - #5394 See temporary fix: - #5395
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Unpin pydantic test dependency
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MEMBER
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Once pydantic-1.10.3 has been yanked, we can unpin it: https://pypi.org/project/pydantic/1.10.3/ See reply by pydantic team https://github.com/pydantic/pydantic/issues/4885#issuecomment-1367819807 ``` v1.10.3 has been yanked. ``` in response to spacy request: https://github.com/pydantic/pydantic/issues/4885#issu...
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Fix checksum verification
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2022-12-29T19:45:17Z
2023-02-13T11:11:22Z
2023-02-13T11:11:22Z
CONTRIBUTOR
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Expected checksum was verified against checksum dict (not checksum).
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Temporarily pin pydantic test dependency
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Temporarily pin `pydantic` until a permanent solution is found. Fix #5394.
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CI error: TypeError: dataclass_transform() got an unexpected keyword argument 'field_specifiers'
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MEMBER
null
### Describe the bug While installing the dependencies, the CI raises a TypeError: ``` Traceback (most recent call last): File "/opt/hostedtoolcache/Python/3.7.15/x64/lib/python3.7/runpy.py", line 183, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/opt/hoste...
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5,393
Finish deprecating the fs argument
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2022-12-28T15:33:17Z
2023-01-18T12:42:33Z
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CONTRIBUTOR
null
See #5385 for some discussion on this The `fs=` arg was depcrecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in `2.8.0` (to be removed in `3.0.0`). There are a few other places where the `fs=` arg was still used (functions/methods in `datasets.info` and `datasets.load`). This PR adds a similar beha...
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5,392
Fix Colab notebook link
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2022-12-28T11:44:53Z
2023-01-03T15:36:14Z
2023-01-03T15:27:31Z
MEMBER
null
Fix notebook link to open in Colab.
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5,391
Whisper Event - RuntimeError: The size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1000/1000 [2:52:21<00:00, 10.34s/it]
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2022-12-25T15:17:14Z
2023-01-05T12:56:02Z
null
NONE
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Done in a VM with a GPU (Ubuntu) following the [Whisper Event - PYTHON](https://github.com/huggingface/community-events/tree/main/whisper-fine-tuning-event#python-script) instructions. Attempted using [RuntimeError: he size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1...
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5,390
Error when pushing to the CI hub
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2022-12-23T13:36:37Z
2022-12-23T20:29:02Z
2022-12-23T20:29:02Z
CONTRIBUTOR
null
### Describe the bug Note that it's a special case where the Hub URL is "https://hub-ci.huggingface.co", which does not appear if we do the same on the Hub (https://huggingface.co). The call to `dataset.push_to_hub(` fails: ``` Pushing dataset shards to the dataset hub: 100%|██████████████████████████████████...
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5,389
Fix link in `load_dataset` docstring
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2022-12-23T13:26:31Z
2023-01-25T19:00:43Z
2023-01-24T16:33:38Z
CONTRIBUTOR
null
Fix https://github.com/huggingface/datasets/issues/5387, fix https://github.com/huggingface/datasets/issues/4566
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5,388
Getting Value Error while loading a dataset..
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2022-12-23T08:16:43Z
2022-12-29T08:36:33Z
2022-12-27T17:59:09Z
NONE
null
### Describe the bug I am trying to load a dataset using Hugging Face Datasets load_dataset method. I am getting the value error as show below. Can someone help with this? I am using Windows laptop and Google Colab notebook. ``` WARNING:datasets.builder:Using custom data configuration default-a1d9e8eaedd958cd ---...
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5,387
Missing documentation page : improve-performance
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2022-12-23T01:12:57Z
2023-01-24T16:33:40Z
2023-01-24T16:33:40Z
NONE
null
### Describe the bug Trying to access https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/cache#improve-performance, the page is missing. The link is in here : https://huggingface.co/docs/datasets/v2.8.0/en/package_reference/loading_methods#datasets.load_dataset.keep_in_memory ### Steps to reproduce t...
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5,386
`max_shard_size` in `datasets.push_to_hub()` breaks with large files
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2022-12-22T21:50:58Z
2022-12-26T23:45:51Z
2022-12-26T23:45:51Z
NONE
null
### Describe the bug `max_shard_size` parameter for `datasets.push_to_hub()` works unreliably with large files, generating shard files that are way past the specified limit. In my private dataset, which contains unprocessed images of all sizes (up to `~100MB` per file), I've encountered cases where `max_shard_siz...
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5,385
Is `fs=` deprecated in `load_from_disk()` as well?
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2022-12-22T21:00:45Z
2023-01-23T10:50:05Z
2023-01-23T10:50:04Z
CONTRIBUTOR
null
### Describe the bug The `fs=` argument was deprecated from `Dataset.save_to_disk` and `Dataset.load_from_disk` in favor of automagically figuring it out via fsspec: https://github.com/huggingface/datasets/blob/9a7272cd4222383a5b932b0083a4cc173fda44e8/src/datasets/arrow_dataset.py#L1339-L1340 Is there a reason the...
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5,384
Handle 0-dim tensors in `cast_to_python_objects`
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2022-12-22T16:15:30Z
2023-01-13T16:10:15Z
2023-01-13T16:00:52Z
CONTRIBUTOR
null
Fix #5229
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5,383
IterableDataset missing column_names, differs from Dataset interface
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2022-12-22T05:27:02Z
2022-12-23T02:57:31Z
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### Describe the bug The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like ``` dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...) ``` will not work because `.colu...
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5,382
Raise from disconnect error in xopen
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2022-12-20T15:52:44Z
2023-01-26T09:51:13Z
2023-01-26T09:42:45Z
MEMBER
null
this way we can know the cause of the disconnect related to https://github.com/huggingface/datasets/issues/5374
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Wrong URL for the_pile dataset
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2022-12-20T12:40:14Z
2023-02-15T16:24:57Z
2023-02-15T16:24:57Z
NONE
null
### Describe the bug When trying to load `the_pile` dataset from the library, I get a `FileNotFound` error. ### Steps to reproduce the bug Steps to reproduce: Run: ``` from datasets import load_dataset dataset = load_dataset("the_pile") ``` I get the output: "name": "FileNotFoundError", "message...
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5,380
Improve dataset `.skip()` speed in streaming mode
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2022-12-20T11:25:23Z
2023-01-17T08:44:56Z
null
CONTRIBUTOR
null
### Feature request Add extra information to the `dataset_infos.json` file to include the number of samples/examples in each shard, for example in a new field `num_examples` alongside `num_bytes`. The `.skip()` function could use this information to ignore the download of a shard when in streaming mode, which AFAICT...
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5,379
feat: depth estimation dataset guide.
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2022-12-20T05:32:11Z
2023-01-13T12:30:31Z
2023-01-13T12:23:34Z
MEMBER
null
This PR adds a guide for prepping datasets for depth estimation. PR to add documentation images is up here: https://huggingface.co/datasets/huggingface/documentation-images/discussions/22
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The dataset "the_pile", subset "enron_emails" , load_dataset() failure
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2022-12-20T02:19:13Z
2022-12-20T07:52:54Z
2022-12-20T07:52:54Z
NONE
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### Describe the bug When run "datasets.load_dataset("the_pile","enron_emails")" failure ![image](https://user-images.githubusercontent.com/52023469/208565302-cfab7b89-0b97-4fa6-a5ba-c11b0b629b1a.png) ### Steps to reproduce the bug Run below code in python cli: >>> import datasets >>> datasets.load_dataset(...
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Add a parallel implementation of to_tf_dataset()
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2022-12-19T19:40:27Z
2023-01-25T16:28:44Z
2023-01-25T16:21:40Z
MEMBER
null
Hey all! Here's a first draft of the PR to add a multiprocessing implementation for `to_tf_dataset()`. It worked in some quick testing for me, but obviously I need to do some much more rigorous testing/benchmarking, and add some proper library tests. The core idea is that we do everything using `multiprocessing` and...
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set dev version
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Release: 2.8.0
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Using too many threads results in: Got disconnected from remote data host. Retrying in 5sec
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2022-12-18T11:38:58Z
2022-12-19T16:33:31Z
null
CONTRIBUTOR
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### Describe the bug `streaming_download_manager` seems to disconnect if too many runs access the same underlying dataset 🧐 The code works fine for me if I have ~100 runs in parallel, but disconnects once scaling to 200. Possibly related: - https://github.com/huggingface/datasets/pull/3100 - https://github.com/...
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5,373
Simplify skipping
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2022-12-17T17:23:52Z
2022-12-18T21:43:31Z
2022-12-18T21:40:21Z
CONTRIBUTOR
null
Was hoping to find a way to speed up the skipping as I'm running into bottlenecks skipping 100M examples on C4 (it takes 12 hours to skip), but didn't find anything better than this small change :( Maybe there's a way to directly skip whole shards to speed it up? 🧐
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Fix streaming pandas.read_excel
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2022-12-17T12:58:52Z
2023-01-06T11:50:58Z
2023-01-06T11:43:37Z
MEMBER
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This PR fixes `xpandas_read_excel`: - Support passing a path string, besides a file-like object - Support passing `use_auth_token` - First assumes the host server supports HTTP range requests; only if a ValueError is thrown (Cannot seek streaming HTTP file), then it preserves previous behavior (see [#3355](https://g...
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Add a robustness benchmark dataset for vision
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2022-12-17T12:35:13Z
2022-12-20T06:21:41Z
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MEMBER
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### Name ImageNet-C ### Paper Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ### Data https://github.com/hendrycks/robustness ### Motivation It's a known fact that vision models are brittle when they meet with slightly corrupted and perturbed data. This is also corre...
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Distributed support
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2022-12-16T17:43:47Z
2023-01-16T13:36:12Z
2023-01-16T13:33:32Z
MEMBER
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To split your dataset across your training nodes, you can use the new [`datasets.distributed.split_dataset_by_node`]: ```python import os from datasets.distributed import split_dataset_by_node ds = split_dataset_by_node(ds, rank=int(os.environ["RANK"]), world_size=int(os.environ["WORLD_SIZE"])) ``` This wor...
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Align remove columns behavior and input dict mutation in `map` with previous behavior
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2022-12-16T14:28:47Z
2022-12-16T16:28:08Z
2022-12-16T16:25:12Z
CONTRIBUTOR
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Align the `remove_columns` behavior and input dict mutation in `map` with the behavior before https://github.com/huggingface/datasets/pull/5252.
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Fix remove columns from lazy dict
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2022-12-15T22:27:53Z
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MEMBER
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This was introduced in https://github.com/huggingface/datasets/pull/5252 and causing the transformers CI to break: https://app.circleci.com/pipelines/github/huggingface/transformers/53886/workflows/522faf2e-a053-454c-94f8-a617fde33393/jobs/648597 Basically this code should return a dataset with only one column: `...
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5,366
ExamplesIterable fixes
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2022-12-15T14:23:05Z
2022-12-15T14:44:47Z
2022-12-15T14:41:45Z
MEMBER
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fix typing and ExamplesIterable.shard_data_sources
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5,365
fix: image array should support other formats than uint8
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2022-12-15T13:17:50Z
2023-01-26T18:46:45Z
2023-01-26T18:39:36Z
CONTRIBUTOR
null
Currently images that are provided as ndarrays, but not in `uint8` format are going to loose data. Namely, for example in a depth image where the data is in float32 format, the type-casting to uint8 will basically make the whole image blank. `PIL.Image.fromarray` [does support mode `F`](https://pillow.readthedocs.io/e...
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5,364
Support for writing arrow files directly with BeamWriter
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2022-12-15T12:38:05Z
2023-01-25T15:49:25Z
null
CONTRIBUTOR
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Make it possible to write Arrow files directly with `BeamWriter` rather than converting from Parquet to Arrow, which is sub-optimal, especially for big datasets for which Beam is primarily used.
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5,363
Dataset.from_generator() crashes on simple example
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2022-12-15T10:21:28Z
2022-12-15T11:51:33Z
2022-12-15T11:51:33Z
NONE
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Run 'GPT-J' failure due to download dataset fail (' ConnectionError: Couldn't reach http://eaidata.bmk.sh/data/enron_emails.jsonl.zst ' )
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2022-12-15T01:23:03Z
2022-12-15T07:45:54Z
2022-12-15T07:45:53Z
NONE
null
### Describe the bug Run model "GPT-J" with dataset "the_pile" fail. The fail out is as below: ![image](https://user-images.githubusercontent.com/52023469/207750127-118d9896-35f4-4ee9-90d4-d0ab9aae9c74.png) Looks like which is due to "http://eaidata.bmk.sh/data/enron_emails.jsonl.zst" unreachable . ### Steps to ...
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