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5,158
Fix language and license tag names in all Hub datasets
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2022-10-25T08:19:29Z
2022-10-25T11:27:26Z
2022-10-25T10:42:19Z
MEMBER
null
While working on this: - #5137 we realized there are still many datasets with deprecated "languages" and "licenses" tag names (instead of "language" and "license"). This is a blocking issue: no subsequent PR can be opened to modify their metadata: a ValueError will be thrown. We should fix the "language" and ...
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Consistent caching between python and jupyter
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2022-10-25T01:34:33Z
2022-11-02T15:43:22Z
2022-11-02T15:43:22Z
CONTRIBUTOR
null
### Feature request I hope this is not my mistake, currently if I use `load_dataset` from a python session on a custom dataset to do the preprocessing, it will be saved in the cache and in other python sessions it will be loaded from the cache, however calling the same from a jupyter notebook does not work, meaning th...
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Unable to download dataset using Azure Data Lake Gen 2
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2022-10-25T00:43:18Z
2022-11-17T23:37:09Z
2022-11-17T23:37:08Z
NONE
null
### Describe the bug When using the DatasetBuilder method with the credentials for the cloud storage Azure Data Lake (adl) Gen2, the following error is showed: ``` Traceback (most recent call last): File "download_hf_dataset.py", line 143, in <module> main() File "download_hf_dataset.py", line 102, in mai...
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TextConfig: added "errors"
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2022-10-24T18:56:52Z
2022-11-03T13:38:13Z
2022-11-03T13:35:35Z
CONTRIBUTOR
null
This patch adds the ability to set the `errors` option of `open` for loading text datasets. I needed it because some data I had scraped had bad bytes in it, so I needed `errors='ignore'`.
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Test latest fsspec in CI
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2022-10-24T17:18:13Z
2022-10-25T09:32:51Z
2022-10-25T09:30:45Z
MEMBER
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Following the discussion in https://discuss.huggingface.co/t/attributeerror-module-fsspec-has-no-attribute-asyn/19255 I think we need to test the latest fsspec in the CI
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default Image/AudioFolder infers labels when there is no metadata files even if there is only one dir
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2022-10-24T13:28:18Z
2022-11-15T16:31:10Z
2022-11-15T16:31:09Z
CONTRIBUTOR
null
### Describe the bug By default FolderBasedBuilder infers labels if there is not metadata files, even if it's meaningless (for example, they are in a single directory or in the root folder, see this repo as an example: https://huggingface.co/datasets/patrickvonplaten/audios As this is a corner case for quick expl...
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refactor FolderBasedBuilder and Image/AudioFolder tests
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2022-10-24T13:11:52Z
2022-10-24T13:11:52Z
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CONTRIBUTOR
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Tests for FolderBasedBuilder, ImageFolder and AudioFolder are mostly duplicating each other. They need to be refactored and Audio/ImageFolder should have only tests specific to the loader.
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Add support to create different configs with `push_to_hub` (+ inferring configs from directories with package managers?)
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2022-10-24T12:59:18Z
2022-11-04T14:55:20Z
null
CONTRIBUTOR
null
Now one can push only different splits within one default config of a dataset. Would be nice to allow something like: ``` ds.push_to_hub(repo_name, config=config_name) ``` I'm not sure, but this will probably require changes in `data_files.py` patterns. If so, it would also allow to create different configs fo...
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Problems after upgrading to 2.6.1
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2022-10-24T11:32:36Z
2023-01-03T15:26:00Z
null
NONE
null
### Describe the bug Loading a dataset_dict from disk with `load_from_disk` is now creating a `KeyError "length"` that was not occurring in v2.5.2. Context: - Each individual dataset in the dict is created with `Dataset.from_pandas` - The dataset_dict is create from a dict of `Dataset`s, e.g., `DatasetDict({"tr...
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Make iter_files deterministic
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2022-10-24T08:16:27Z
2022-10-27T09:53:23Z
2022-10-27T09:51:09Z
MEMBER
null
Fix #5145.
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Cannot find the rvl_cdip dataset
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2022-10-24T04:57:42Z
2022-10-24T12:23:47Z
2022-10-24T06:25:28Z
NONE
null
Hi, I am trying to use load_dataset to load the official "rvl_cdip" dataset but getting an error. dataset = load_dataset("rvl_cdip") Couldn't find 'rvl_cdip' on the Hugging Face Hub either: FileNotFoundError: Couldn't find the file at https://raw.githubusercontent.com/huggingface/datasets/master/datasets/rvl_cdi...
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5,147
Allow ignoring kwargs inside fn_kwargs during dataset.map's fingerprinting
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2022-10-22T21:46:38Z
2022-11-01T22:19:07Z
null
NONE
null
### Feature request `dataset.map` accepts a `fn_kwargs` that is passed to `fn`. Currently, the whole `fn_kwargs` is used by `fingerprint_transform` to calculate the new fingerprint. I'd like to be able to inform `fingerprint_transform` which `fn_kwargs` shoud/shouldn't be taken into account during hashing. Of co...
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5,146
Delete duplicate issue template file
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2022-10-21T13:18:46Z
2022-10-21T13:52:30Z
2022-10-21T13:50:04Z
MEMBER
null
A conflict between two PRs: - #5116 - #5136 was not properly resolved, resulting in a duplicate issue template. This PR removes the duplicate template.
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5,145
Dataset order is not deterministic with ZIP archives and `iter_files`
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2022-10-21T09:00:03Z
2022-10-27T09:51:49Z
2022-10-27T09:51:10Z
CONTRIBUTOR
null
### Describe the bug For the `beans` dataset (did not try on other), the order of samples is not the same on different machines. Tested on my local laptop, github actions machine, and ec2 instance. The three yield a different order. ### Steps to reproduce the bug In a clean docker container or conda environmen...
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I_kwDODunzps5UhJPL
5,144
Inconsistent documentation on map remove_columns
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2022-10-21T08:37:53Z
2022-11-15T14:15:10Z
2022-11-15T14:15:10Z
NONE
null
### Describe the bug The page [process](https://huggingface.co/docs/datasets/process) says this about the parameter `remove_columns` of the function `map`: When you remove a column, it is only removed after the example has been provided to the mapped function. So it seems that the `remove_columns` parameter remo...
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I_kwDODunzps5UczhC
5,143
DownloadManager Git LFS support
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2022-10-20T15:29:29Z
2022-10-20T17:17:10Z
2022-10-20T17:17:10Z
CONTRIBUTOR
null
### Feature request Maybe I'm mistaken but the `DownloadManager` does not support extracting git lfs files out of the box right? Using `dl_manager.download()` or `dl_manager.download_and_extract()` still returns lfs files afaict. Is there a good way to write a dataset loading script for a repo with lfs files? ##...
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5,142
Deprecate num_proc parameter in DownloadManager.extract
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2022-10-20T09:52:52Z
2022-10-25T18:06:56Z
2022-10-25T15:56:45Z
CONTRIBUTOR
null
fixes #5132 : Deprecated the `num_proc` parameter in `DownloadManager.extract` by passing `num_proc` parameter to `map_nested` .
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5,141
Raise ImportError instead of OSError
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2022-10-19T19:30:05Z
2022-10-25T15:59:25Z
2022-10-25T15:56:58Z
CONTRIBUTOR
null
fixes #5134 : Replaced OSError with ImportError if required extraction library is not installed.
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5,140
Make the KeyHasher FIPS compliant
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2022-10-19T14:25:52Z
2022-11-07T16:20:43Z
2022-11-07T16:20:43Z
NONE
null
MD5 is not FIPS compliant thus I am proposing this minimal change to make datasets package FIPS compliant
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5,137
Align task tags in dataset metadata
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2022-10-19T09:41:42Z
2022-11-10T05:25:58Z
2022-10-25T06:17:00Z
MEMBER
null
## Describe Once we have agreed on a common naming for task tags for all open source projects, we should align on them. ## Steps - [x] Align task tags in canonical datasets - [x] task_categories: 4 datasets - [x] task_ids (by @lhoestq) - [x] Open PRs in community datasets - [x] task_categories: 451 datas...
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5,136
Update docs once dataset scripts transferred to the Hub
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2022-10-19T07:58:27Z
2022-10-20T08:12:21Z
2022-10-20T08:10:00Z
MEMBER
null
Todo: - [x] Update docs: - [x] Datasets on GitHub (legacy) - [x] Load: offline - [x] About dataset load: - [x] Maintaining integrity - [x] Security - [x] Update docstrings: - [x] Inspect: - [x] get_dataset_config_info - [x] get_dataset_split_names - [x] Load: - [x] dataset_modu...
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Update docs once dataset scripts transferred to the Hub
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2022-10-19T06:58:19Z
2022-10-20T08:10:01Z
2022-10-20T08:10:01Z
MEMBER
null
## Describe the bug As discussed in: - https://github.com/huggingface/hub-docs/pull/423#pullrequestreview-1146083701 we should update our docs once dataset scripts have been transferred to the Hub (and removed from GitHub): - #4974 Concretely: - [x] Datasets on GitHub (legacy): https://huggingface.co/docs/dat...
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5,134
Raise ImportError instead of OSError if required extraction library is not installed
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2022-10-18T17:53:46Z
2022-10-25T15:56:59Z
2022-10-25T15:56:59Z
CONTRIBUTOR
null
According to the official Python docs, `OSError` should be thrown in the following situations: > This exception is raised when a system function returns a system-related error, including I/O failures such as “file not found” or “disk full” (not for illegal argument types or other incidental errors). Hence, it makes...
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5,133
Tensor operation not functioning in dataset mapping
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2022-10-18T17:53:35Z
2022-10-19T04:15:45Z
2022-10-19T04:15:44Z
NONE
null
## Describe the bug I'm doing a torch.mean() operation in data preprocessing, and it's not working. ## Steps to reproduce the bug ``` from transformers import pipeline import torch import numpy as np from datasets import load_dataset device = 'cuda:0' raw_dataset = load_dataset("glue", "sst2") feature_extra...
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5,132
Depracate `num_proc` parameter in `DownloadManager.extract`
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2022-10-18T17:41:05Z
2022-10-25T15:56:46Z
2022-10-25T15:56:46Z
CONTRIBUTOR
null
The `num_proc` parameter is only present in `DownloadManager.extract` but not in `StreamingDownloadManager.extract`, making it impossible to support streaming in the dataset scripts that use it (`openwebtext` and `the_pile_stack_exchange`). We can avoid this situation by deprecating this parameter and passing `Download...
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5,131
WikiText 103 tokenizer hangs
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2022-10-18T16:44:00Z
2022-10-18T16:44:00Z
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NONE
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See issue here: https://github.com/huggingface/transformers/issues/19702
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5,130
Avoid extra cast in `class_encode_column`
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2022-10-18T15:31:24Z
2022-10-19T11:53:02Z
2022-10-19T11:50:46Z
CONTRIBUTOR
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Pass the updated features to `map` to avoid the `cast` in `class_encode_column`.
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unexpected `cast` or `class_encode_column` result after `rename_column`
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2022-10-18T11:15:24Z
2022-10-19T03:02:26Z
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NONE
null
## Describe the bug When invoke `cast` or `class_encode_column` to a colunm renamed by `rename_column` , it will convert all the variables in this column into one variable. I also run this script in version 2.5.2, this bug does not appear. So I switched to the older version. ## Steps to reproduce the bug ```python...
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5,128
Make filename matching more robust
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2022-10-18T08:22:48Z
2022-10-28T13:07:38Z
2022-10-28T13:05:06Z
CONTRIBUTOR
null
Fix #5046
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[WIP] WebDataset export
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2023-02-22T09:51:10Z
null
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I added a first draft of the `IterableDataset.to_wds` method. You can use it to savea dataset loaded in streamign mode as a webdataset locally. The API can be further improved to allow to export to a cloud storage like the HF Hub. I also included sharding with a default max shard size of 500MB (uncompressed), an...
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Fix class name of symbolic link
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2022-10-17T15:11:02Z
2022-11-14T14:40:18Z
2022-11-14T14:40:18Z
CONTRIBUTOR
null
Fix #5098
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Add `pyproject.toml` for `black`
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2022-10-17T13:38:47Z
2022-10-17T14:23:27Z
2022-10-17T14:21:09Z
CONTRIBUTOR
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Add `pyproject.toml` as a config file for the `black` tool to support VS Code's auto-formatting on save (and to be more consistent with the other HF projects).
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Install tensorflow-macos dependency conditionally
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2022-10-17T08:45:08Z
2022-10-19T09:12:17Z
2022-10-19T09:10:06Z
MEMBER
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Fix #5118.
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5,123
datasets freezes with streaming mode in multiple-gpu
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2022-10-17T03:28:16Z
2023-01-16T10:54:44Z
null
NONE
null
## Describe the bug Hi. I am using this dataloader, which is for processing large datasets in streaming mode mentioned in one of examples of huggingface. I am using it to read c4: https://github.com/huggingface/transformers/blob/b48ac1a094e572d6076b46a9e4ed3e0ebe978afc/examples/research_projects/codeparrot/scripts/cod...
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5,122
Add warning
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2022-10-17T01:30:37Z
2022-11-05T12:23:53Z
2022-11-05T12:23:53Z
NONE
null
Fixes: #5105 I think removing the directory with warning is a better solution for this issue. Because if we decide to keep existing files in directory, then we should deal with the case providing same directory for several datasets! Which we know is not possible since `dataset_info.json` exists in that directory.
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5,121
Bugfix ignore function when creating new_fingerprint for caching
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2022-10-17T00:03:43Z
2022-10-17T12:39:36Z
2022-10-17T12:39:36Z
NONE
null
maybe fixes: #5109
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5,120
Fix `tqdm` zip bug
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2022-10-16T22:19:18Z
2022-10-23T10:27:53Z
2022-10-19T08:53:17Z
CONTRIBUTOR
null
This PR solves #5117, by wrapping the entire `zip` clause in tqdm. For more information, please checkout this Stack Overflow thread: https://stackoverflow.com/questions/41171191/tqdm-progressbar-and-zip-built-in-do-not-work-together
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[TYPO] Update new_dataset_script.py
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2022-10-16T17:36:49Z
2022-10-19T09:48:19Z
2022-10-19T09:45:59Z
CONTRIBUTOR
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5,118
Installing `datasets` on M1 computers
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2022-10-16T16:50:08Z
2022-10-19T09:10:08Z
2022-10-19T09:10:08Z
CONTRIBUTOR
null
## Describe the bug I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`. On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1...
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5,117
Progress bars have color red and never completed to 100%
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2022-10-14T16:12:30Z
2022-10-23T12:58:41Z
2022-10-23T12:58:41Z
NONE
null
## Describe the bug Progress bars after transformative operations turn in red and never be completed to 100% ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset('rotten_tomatoes', split='test').filter(lambda o: True) ``` ## Expected results Progress bar should be 100% an...
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5,116
Use yaml for issue templates + revamp
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2022-10-14T15:53:13Z
2022-10-19T13:05:49Z
2022-10-19T13:03:22Z
CONTRIBUTOR
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Use YAML instead of markdown (more expressive) for the issue templates. In addition, update their structure/fields to be more aligned with Transformers. PS: also removes the "add_dataset" PR template, as we no longer accept such PRs.
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2022-10-14T12:06:14Z
2022-10-14T15:02:15Z
2022-10-14T14:59:58Z
MEMBER
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The `pa.Table.to_reader()` method available in `pyarrow>=8.0.0` may return chunks of size < `max_chunksize`, therefore `iter_batches` can return batches smaller than the `batch_size` specified by the user Therefore batched `map` couldn't always use batches of the right size, e.g. this fails because it runs only on o...
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load_from_disk with remote filesystem fails due to a wrong temporary local folder path
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2022-10-14T11:54:53Z
2022-11-19T07:13:10Z
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NONE
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## Describe the bug The function load_from_disk fails when using a remote filesystem because of a wrong temporary path generation in the load_from_disk method of arrow_dataset.py: ```python if is_remote_filesystem(fs): src_dataset_path = extract_path_from_uri(dataset_path) dataset_path = Dataset._build...
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Fix filter indices when batched
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2022-10-14T11:30:03Z
2022-10-24T06:21:09Z
2022-10-14T12:11:44Z
MEMBER
null
This PR fixes a bug introduced by: - #5030 Fix #5112.
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5,112
Bug with filtered indices
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2022-10-14T10:35:47Z
2022-10-14T13:55:03Z
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## Describe the bug As reported by @PartiallyTyped (and by @Muennighoff): - https://github.com/huggingface/datasets/issues/5111#issuecomment-1278652524 There is an issue with the indices of a filtered dataset. ## Steps to reproduce the bug ```python ds = Dataset.from_dict({"num": [0, 1, 2, 3]}) ds = ds.filte...
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5,111
map and filter not working properly in multiprocessing with the new release 2.6.0
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2022-10-13T17:00:55Z
2022-10-17T08:26:59Z
2022-10-14T14:59:59Z
NONE
null
## Describe the bug When mapping is used on a dataset with more than one process, there is a weird behavior when trying to use `filter` , it's like only the samples from one worker are retrieved, one needs to specify the same `num_proc` in filter for it to work properly. This doesn't happen with `datasets` version 2.5...
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5,109
Map caching not working for some class methods
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2022-10-13T09:12:58Z
2022-10-17T10:38:45Z
2022-10-17T10:38:45Z
CONTRIBUTOR
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## Describe the bug The cache loading is not working as expected for some class methods with a model stored in an attribute. The new fingerprint for `_map_single` is not the same at each run. The hasher generate a different hash for the class method. This comes from `dumps` function in `datasets.utils.py_utils` whic...
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5,108
Fix a typo in arrow_dataset.py
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Multiprocessed dataset builder
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2022-10-12T19:59:17Z
2022-12-01T15:37:09Z
2022-11-09T17:11:43Z
MEMBER
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This PR adds the multiprocessing part of #2650 (but not the caching of already-computed arrow files). On the other side, loading of sharded arrow files still needs to be implemented (sharded parquet files can already be loaded).
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Fix task template reload from dict
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2022-10-12T18:33:49Z
2022-10-13T09:59:07Z
2022-10-13T09:56:51Z
MEMBER
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Since #4926 the JSON dumps are simplified and it made task template dicts empty by default. I fixed this by always including the task name which is needed to reload a task from a dict
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5,105
Specifying an exisiting folder in download_and_prepare deletes everything in it
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2022-10-12T11:53:33Z
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CONTRIBUTOR
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## Describe the bug The builder correctly creates the `output_dir` folder if it doesn't exist, but if the folder exists everything within it is deleted. Specifying `"."` as the `output_dir` deletes everything in your current dir but also leads to **another bug** whose traceback is the following: ``` ...
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Fix loading how to guide (#5102)
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url encode hub url (#5099)
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Error in create a dataset from a Python generator
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2022-10-11T14:28:58Z
2022-10-12T11:31:56Z
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## Describe the bug In HOW-TO-GUIDES > Load > [Python generator](https://huggingface.co/docs/datasets/v2.5.2/en/loading#python-generator), the code example defines the `my_gen` function, but when creating the dataset, an undefined `my_dict` is passed in. ```Python >>> from datasets import Dataset >>> def my_gen...
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Free the "hf" filesystem protocol for `hffs`
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datasets[s3] sagemaker can't run a model - datasets issue with Value and ClassLabel and cast() method
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2022-10-11T13:48:26Z
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5,099
datasets doesn't support # in data paths
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2022-10-11T10:05:32Z
2022-10-13T13:14:20Z
2022-10-13T13:14:20Z
NONE
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## Describe the bug dataset files with `#` symbol their paths aren't read correctly. ## Steps to reproduce the bug The data in folder `c#`of this [dataset](https://huggingface.co/datasets/loubnabnl/bigcode_csharp) can't be loaded. While the folder `c_sharp` with the same data is loaded properly ```python ds = lo...
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5,098
Classes label error when loading symbolic links using imagefolder
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2022-10-11T06:10:58Z
2022-11-14T14:40:20Z
2022-11-14T14:40:20Z
NONE
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**Is your feature request related to a problem? Please describe.** Like this: #4015 When there are **symbolic links** to pictures in the data folder, the parent folder name of the **real file** will be used as the class name instead of the parent folder of the symbolic link itself. Can you give an option to decide wh...
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Fatal error with pyarrow/libarrow.so
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2022-10-10T20:29:04Z
2022-10-11T06:56:01Z
2022-10-11T06:56:00Z
NONE
null
## Describe the bug When using datasets, at the very end of my jobs the program crashes (see trace below). It doesn't seem to affect anything, as it appears to happen as the program is closing down. Just importing `datasets` is enough to cause the error. ## Steps to reproduce the bug This is sufficient to reprodu...
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5,096
Transfer some canonical datasets under an organization namespace
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2022-10-10T15:44:31Z
2023-02-17T15:33:18Z
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MEMBER
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As discussed during our @huggingface/datasets meeting, we are planning to move some "canonical" dataset scripts under their corresponding organization namespace (if this does not exist). On the contrary, if the dataset already exists under the organization namespace, we are deprecating the canonical one (and eventua...
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Fix tutorial (#5093)
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2022-10-10T13:55:15Z
2022-10-10T17:50:52Z
2022-10-10T15:32:20Z
CONTRIBUTOR
null
Close #5093
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5,094
Multiprocessing with `Dataset.map` and `PyTorch` results in deadlock
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2022-10-10T13:50:56Z
2022-10-18T16:18:53Z
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## Describe the bug There seems to be an issue with using multiprocessing with `datasets.Dataset.map` (i.e. setting `num_proc` to a value greater than one) combined with a function that uses `torch` under the hood. The subprocesses that `datasets.Dataset.map` spawns [a this step](https://github.com/huggingface/datase...
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5,093
Mismatch between tutoriel and doc
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2022-10-10T10:23:53Z
2022-10-10T17:51:15Z
2022-10-10T17:51:14Z
CONTRIBUTOR
null
## Describe the bug In the "Process text data" tutorial, [`map` has `return_tensors` as kwarg](https://huggingface.co/docs/datasets/main/en/nlp_process#map). It does not seem to appear in the [function documentation](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.map), nor...
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Use HTML relative paths for tiles in the docs
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2022-10-10T07:24:27Z
2022-10-11T13:25:45Z
2022-10-11T13:23:23Z
MEMBER
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This PR replaces the absolute paths in the landing page tiles with relative ones so that one can test navigation both locally in and in future PRs (see [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5084/en/index) for an example PR where the links don't work). I encountered this while working on the `op...
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Allow connection objects in `from_sql` + small doc improvement
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2022-10-07T12:39:44Z
2022-10-09T13:19:15Z
2022-10-09T13:16:57Z
CONTRIBUTOR
null
Allow connection objects in `from_sql` (emit a warning that they are cachable) and add a tip that explains the format of the con parameter when provided as a URI string. PS: ~~This PR contains a parameter link, so https://github.com/huggingface/doc-builder/pull/311 needs to be merged before it's "ready for review".~...
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MEMBER
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## Describe the bug We have discovered that sometimes there were sync issues between GitHub and Hub datasets, after a merge commit to main branch. For example: - this merge commit: https://github.com/huggingface/datasets/commit/d74a9e8e4bfff1fed03a4cab99180a841d7caf4b - was not properly synced with the Hub: https...
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5,089
Resume failed process
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2022-10-07T08:07:03Z
2022-10-07T08:07:03Z
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**Is your feature request related to a problem? Please describe.** When a process (`map`, `filter`, etc.) crashes part-way through, you lose all progress. **Describe the solution you'd like** It would be good if the cache reflected the partial progress, so that after we restart the script, the process can restart ...
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5,088
load_datasets("json", ...) don't read local .json.gz properly
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2022-10-07T02:16:58Z
2022-10-07T14:43:16Z
null
NONE
null
## Describe the bug I have a local file `*.json.gz` and it can be read by `pandas.read_json(lines=True)`, but cannot be read by `load_datasets("json")` (resulting in 0 lines) ## Steps to reproduce the bug ```python fpath = '/data/junwang/.cache/general/57b6f2314cbe0bc45dda5b78f0871df2/test.json.gz' ds_panda = Da...
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5,087
Fix filter with empty indices
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2022-10-07T01:07:00Z
2022-10-07T18:43:03Z
2022-10-07T18:40:26Z
CONTRIBUTOR
null
Fix #5085
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HTTPError: 404 Client Error: Not Found for url
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2022-10-06T19:48:58Z
2022-10-07T15:12:01Z
2022-10-07T15:12:01Z
NONE
null
## Describe the bug I was following chap 5 from huggingface course: https://huggingface.co/course/chapter5/6?fw=tf However, I'm not able to download the datasets, with a 404 erros <img width="1160" alt="iShot2022-10-06_15 54 50" src="https://user-images.githubusercontent.com/54015474/194406327-ae62c2f3-1da5-...
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5,085
Filtering on an empty dataset returns a corrupted dataset.
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2022-10-06T18:18:49Z
2022-10-07T19:06:02Z
2022-10-07T18:40:26Z
NONE
null
## Describe the bug When filtering a dataset twice, where the first result is an empty dataset, the second dataset seems corrupted. ## Steps to reproduce the bug ```python datasets = load_dataset("glue", "sst2") dataset_split = datasets['validation'] ds_filter_1 = dataset_split.filter(lambda x: False) # ...
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IterableDataset formatting in numpy/torch/tf/jax
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2022-10-06T16:53:38Z
2022-12-20T17:19:52Z
2022-12-20T17:19:52Z
MEMBER
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This code now returns a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` It also works with "arrow", "pandas", "torch", "tf" and "jax" ### Implementation details: I'm using the ex...
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Support numpy/torch/tf/jax formatting for IterableDataset
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2022-10-06T15:14:58Z
2023-02-17T14:10:01Z
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Right now `IterableDataset` doesn't do any formatting. In particular this code should return a numpy array: ```python from datasets import load_dataset ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np") print(next(iter(ds))["image"]) ``` Right now it returns a PIL.Image. S...
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adding keep in memory
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2022-10-06T11:10:46Z
2022-10-07T14:35:34Z
2022-10-07T14:32:54Z
CONTRIBUTOR
null
Fixing #514 . Hello @mariosasko 👋, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 .
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Bug loading `sentence-transformers/parallel-sentences`
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2022-10-06T10:47:51Z
2022-10-11T10:00:48Z
null
CONTRIBUTOR
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## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("sentence-transformers/parallel-sentences") ``` raises this: ``` /home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '...
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5,080
Use hfh for caching
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2022-10-06T05:51:58Z
2022-10-06T14:26:05Z
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MEMBER
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## Is your feature request related to a problem? As previously discussed in our meeting with @Wauplin and agreed on our last datasets team sync meeting, I'm investigating how `datasets` can use `hfh` for caching. ## Describe the solution you'd like Due to the peculiarities of the `datasets` cache, I would prop...
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refactor: replace AssertionError with more meaningful exceptions (#5074)
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2022-10-07T14:35:43Z
2022-10-07T14:33:10Z
CONTRIBUTOR
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Closes #5074 Replaces `AssertionError` in the following files with more descriptive exceptions: - `src/datasets/arrow_reader.py` - `src/datasets/builder.py` - `src/datasets/utils/version.py` The issue listed more files that needed to be fixed, but the rest of them were contained in the top-level `datasets` d...
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Fix header level in Audio docs
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2022-10-05T20:22:44Z
2022-10-06T08:12:23Z
2022-10-06T08:09:41Z
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Fixes header level so `Dataset features` is the doc title instead of `The Audio type`: ![Screen Shot 2022-10-05 at 1 22 02 PM](https://user-images.githubusercontent.com/59462357/194155840-eeb5d62f-f4eb-411e-b281-8494c5fffdce.png)
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Fix passed download_config in HubDatasetModuleFactoryWithoutScript
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2022-10-05T16:42:36Z
2022-10-06T05:31:22Z
2022-10-06T05:29:06Z
MEMBER
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Fix passed `download_config` in `HubDatasetModuleFactoryWithoutScript`.
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fix: update exception throw from OSError to EnvironmentError in `push…
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2022-10-05T14:46:29Z
2022-10-07T14:35:57Z
2022-10-07T14:33:27Z
CONTRIBUTOR
null
Status: Ready for review Description of Changes: Fixes #5075 Changes proposed in this pull request: - Throw EnvironmentError instead of OSError in `push_to_hub` when the Hub token is not present.
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Throw EnvironmentError when token is not present
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2022-10-05T14:14:18Z
2022-10-07T14:33:28Z
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CONTRIBUTOR
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Throw EnvironmentError instead of OSError ([link](https://github.com/huggingface/datasets/blob/6ad430ba0cdeeb601170f732d4bd977f5c04594d/src/datasets/arrow_dataset.py#L4306) to the line) in `push_to_hub` when the Hub token is not present.
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Replace AssertionErrors with more meaningful errors
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2022-10-05T14:03:55Z
2022-10-07T14:33:11Z
2022-10-07T14:33:11Z
CONTRIBUTOR
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Replace the AssertionErrors with more meaningful errors such as ValueError, TypeError, etc. The files with AssertionErrors that need to be replaced: ``` src/datasets/arrow_reader.py src/datasets/builder.py src/datasets/utils/version.py ```
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Restore saved format state in `load_from_disk`
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2022-10-05T13:51:47Z
2022-10-11T16:55:07Z
2022-10-11T16:49:23Z
CONTRIBUTOR
null
Hello! @mariosasko This pull request relates to issue #5050 and intends to add the format to datasets loaded from disk. All I did was add a set_format in the Dataset.load_from_disk, as DatasetDict.load_from_disk relies on the first. I don't know if I should add a test and where, so let me know if I should and ...
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Image & Audio formatting for numpy/torch/tf/jax
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2022-10-05T13:07:03Z
2022-10-10T13:24:10Z
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Added support for image and audio formatting for numpy, torch, tf and jax. For images, the dtype used is the one of the image (the one returned by PIL.Image), e.g. uint8 I also added support for string, binary and None types. In particular for torch and jax, strings are kept unchanged (previously it was returning...
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Support DEFAULT_CONFIG_NAME when no BUILDER_CONFIGS
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2022-10-05T06:28:39Z
2022-10-06T14:43:12Z
2022-10-06T14:40:26Z
MEMBER
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This PR supports defining a default config name, even if no predefined allowed config names are set. Fix #5070. CC: @stas00
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Support default config name when no builder configs
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2022-10-04T19:49:35Z
2022-10-06T14:40:26Z
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MEMBER
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**Is your feature request related to a problem? Please describe.** As discussed with @stas00, we could support defining a default config name, even if no predefined allowed config names are set. That is, support `DEFAULT_CONFIG_NAME`, even when `BUILDER_CONFIGS` is not defined. **Additional context** In order to ...
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Fix CONTRIBUTING once dataset scripts transferred to Hub
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This PR updates the `CONTRIBUTING.md` guide, once the all dataset scripts have been removed from the GitHub repo and transferred to the HF Hub: - #4974 See diff here: https://github.com/huggingface/datasets/commit/e3291ecff9e54f09fcee3f313f051a03fdc3d94b Additionally, this PR fixes the line separator that by som...
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Support streaming gzip.open
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2022-10-04T11:20:05Z
2022-10-06T15:13:51Z
2022-10-06T15:11:29Z
MEMBER
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This PR implements support for streaming out-of-the-box dataset scripts containing `gzip.open`. This has been a recurring issue. See, e.g.: - #5060 - #3191
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Ci py3.10
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2022-10-04T10:13:51Z
2022-11-29T15:28:05Z
2022-11-29T15:25:26Z
MEMBER
null
Added a CI job for python 3.10 Some dependencies don't work on 3.10 like apache beam, so I remove them from the extras in this case. I also removed some s3 fixtures that we don't use anymore (and that don't work on 3.10 anyway)
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5,064
Align signature of create/delete_repo with latest hfh
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2022-10-04T09:54:53Z
2022-10-07T17:02:11Z
2022-10-07T16:59:30Z
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This PR aligns the signature of `create_repo`/`delete_repo` with the current one in hfh, by removing deprecated `name` and `organization`, and using `repo_id` instead. Related to: - #5063 CC: @lhoestq
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Align signature of list_repo_files with latest hfh
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2022-10-04T08:51:46Z
2022-10-07T16:42:57Z
2022-10-07T16:40:16Z
MEMBER
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This PR aligns the signature of `list_repo_files` with the current one in `hfh`, by renaming deprecated `token` to `use_auth_token`. This is already the case for `dataset_info`. CC: @lhoestq
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5,062
Fix CI hfh token warning
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2022-10-04T06:36:54Z
2022-10-04T08:58:15Z
2022-10-04T08:42:31Z
MEMBER
null
In our CI, we get warnings from `hfh` about using deprecated `token`: https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub_private tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_dict_to_hub tests/te...
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`_pickle.PicklingError: logger cannot be pickled` in multiprocessing `map`
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2022-10-03T23:51:38Z
2022-10-14T16:44:54Z
null
NONE
null
## Describe the bug When I `map` with multiple processes, this error occurs. The `.name` of the `logger` that fails to pickle in the final line is `datasets.fingerprint`. ``` File "~/project/dataset.py", line 204, in <dictcomp> split: dataset.map( File ".../site-packages/datasets/arrow_dataset.py", line 24...
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5,060
Unable to Use Custom Dataset Locally
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2022-10-03T21:55:16Z
2022-10-06T14:29:18Z
2022-10-06T14:29:17Z
CONTRIBUTOR
null
## Describe the bug I have uploaded a [dataset](https://huggingface.co/datasets/zpn/pubchem_selfies) and followed the instructions from the [dataset_loader](https://huggingface.co/docs/datasets/dataset_script#download-data-files-and-organize-splits) tutorial. In that tutorial, it says ``` If the data files live in ...
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Fix typo
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2022-10-03T17:05:25Z
2022-10-03T17:34:40Z
2022-10-03T17:32:27Z
MEMBER
null
Fixes a small typo :)
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Mark CI tests as xfail when 502 error
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2022-10-03T15:53:55Z
2022-10-04T10:03:23Z
2022-10-04T10:01:23Z
MEMBER
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To make CI more robust, we could mark as xfail when the Hub raises a 502 error (besides 500 error): - FAILED tests/test_upstream_hub.py::TestPushToHub::test_push_dataset_to_hub_skip_identical_files - https://github.com/huggingface/datasets/actions/runs/3174626525/jobs/5171672431 ``` > raise HTTPEr...
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5,057
Support `converters` in `CsvBuilder`
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2022-10-03T14:23:21Z
2022-10-04T11:19:28Z
2022-10-04T11:17:32Z
CONTRIBUTOR
null
Add the `converters` param to `CsvBuilder`, to help in situations like [this one](https://discuss.huggingface.co/t/typeerror-in-load-dataset-related-to-a-sequence-of-strings/23545).
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5,056
Fix broken URL's (GEM)
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2022-10-03T13:13:22Z
2022-10-04T13:49:00Z
2022-10-04T13:48:59Z
CONTRIBUTOR
null
This PR fixes the broken URL's in GEM. cc. @lhoestq, @albertvillanova
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Fix backward compatibility for dataset_infos.json
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2022-10-03T10:30:14Z
2022-10-03T13:43:55Z
2022-10-03T13:41:32Z
MEMBER
null
While working on https://github.com/huggingface/datasets/pull/5018 I noticed a small bug introduced in #4926 regarding backward compatibility for dataset_infos.json Indeed, when a dataset repo had both dataset_infos.json and README.md, the JSON file was ignored. This is unexpected: in practice it should be ignored o...
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5,054
Fix license/citation information of squadshifts dataset card
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2022-10-03T05:19:13Z
2022-10-03T09:26:49Z
2022-10-03T09:24:30Z
MEMBER
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This PR fixes the license/citation information of squadshifts dataset card, once the dataset owners have responded to our request for information: - https://github.com/modestyachts/squadshifts-website/issues/1 Additionally, we have updated the mention in their website to our `datasets` library (they were referring ...
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