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[ "Our minimal Python version requirement is 3.8, so we dropped `importlib_metadata`. \r\n\r\nFeel free to open a PR in the `evaluate` repo to replace the problematic import with\r\n```python\r\nif PY_VERSION < version.parse(\"3.8\"):\r\n import importlib_metadata\r\nelse:\r\n import importlib.metadata as impor...
Loading Meteor metric in HF evaluate module crashes due to datasets import issue
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### Describe the bug When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14``` ### Steps to reproduce the bug ``` from evaluate import load meteor = load("meteor") ``` produces the following error: ``` from d...
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Fix import in `image_load` doc
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Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168)
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Use `hf-internal-testing` repos for hosting test dataset repos
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2023-08-25T13:10:26Z
https://api.github.com/repos/huggingface/datasets/issues/6180/comments
Use `hf-internal-testing` for hosting instead of the maintainers' dataset repos.
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[ "https://github.com/huggingface/datasets/issues/5147 may be a solution, by passing in the tokenizer in a fn_kwargs and ignoring it in the fingerprint calculations", "I have a similar issue. I was using a Jupyter Notebook and every time I call the map function it performs tokenization from scratch again although t...
Map cache with tokenizer
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2023-08-25T12:55:18Z
https://api.github.com/repos/huggingface/datasets/issues/6179/comments
Similar issue to https://github.com/huggingface/datasets/issues/5985, but across different sessions rather than two calls in the same session. Unlike that issue, explicitly calling tokenizer(my_args) before the map() doesn't help, because the tokenizer was created with a different hash to begin with... setup ```...
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[ "This seems to be related to your environment and not the `datasets` code (e.g., this could happen when exposing the Python 3.9 site packages to a lower Python version (interpreter))" ]
'import datasets' throws "invalid syntax error"
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### Describe the bug Hi, I have been trying to import the datasets library but I keep gtting this error. `Traceback (most recent call last): File /opt/local/jupyterhub/lib64/python3.9/site-packages/IPython/core/interactiveshell.py:3508 in run_code exec(code_obj, self.user_global_ns, self.user_ns) ...
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Use object detection images from `huggingface/documentation-images`
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2023-08-24T16:16:09Z
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[ "Hi! Can you share the error this reproducer throws in your environment? `streaming=True` streams the dataset as it's iterated over without creating a memory-map file.", "The trace of the error. Streaming works but is slower.\r\n```\r\nRoot Cause (first observed failure):\r\n[0]:\r\n time : 2023-08-24_06:06...
how to limit the size of memory mapped file?
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2023-08-24T05:33:45Z
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### Describe the bug Huggingface datasets use memory-mapped file to map large datasets in memory for fast access. However, it seems like huggingface will occupy all the memory for memory-mapped files, which makes a troublesome situation since we cluster will distribute a small portion of memory to me (once it's over ...
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PyArrow 13 CI fixes
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2023-08-23T15:45:53Z
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Fixes: * bumps the PyArrow version check in the `cast_array_to_feature` to avoid the offset bug (still not fixed) * aligns the Pandas formatting tests with the Numpy ones (the current test fails due to https://github.com/apache/arrow/pull/35656, which requires `.to_pandas(coerce_temporal_nanoseconds=True)` to always ...
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Fix CI for pyarrow 13.0.0
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pyarrow 13.0.0 just came out ``` FAILED tests/test_formatting.py::ArrowExtractorTest::test_pandas_extractor - AssertionError: Attributes of Series are different Attribute "dtype" are different [left]: datetime64[us, UTC] [right]: datetime64[ns, UTC] ``` ``` FAILED tests/test_table.py::test_cast_sliced_fi...
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2023-11-06T13:54:16Z
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https://github.com/huggingface/datasets/issues/6172
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[ "Hi! The streaming mode also retries requests - `datasets.config.STREAMING_READ_MAX_RETRIES` (20 sec by default) controls the number of retries and `datasets.config.STREAMING_READ_RETRY_INTERVAL` (5 sec) the sleep time between retries.\r\n\r\n> At step 1800 I got a 504 HTTP status code error from Huggingface hub fo...
Make Dataset streaming queries retryable
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2023-08-23T13:15:38Z
https://api.github.com/repos/huggingface/datasets/issues/6172/comments
### Feature request Streaming datasets, as intended, do not load the entire dataset in memory or disk. However, while querying the next data chunk from the remote, sometimes it is possible that the service is down or there might be other issues that may cause the query to fail. In such a scenario, it would be nice to ...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6171). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
Fix typo in about_mapstyle_vs_iterable.mdx
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[ "Your change adds a new element in the key used to avoid duplicates when generating the examples of a dataset. I don't think it fixes the issue you're trying to solve." ]
feat: Return the name of the currently loaded file
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2023-08-23T07:08:17Z
https://api.github.com/repos/huggingface/datasets/issues/6170/comments
Added an optional parameter return_file_name in the load_dataset function. When it is set to True, the function will include the name of the file corresponding to the current line as a feature in the returned output. I added this here https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/js...
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[ "Unfortunately, I cannot reproduce this behavior on my machine or Colab - the reproducer returns `['main_data', 'additional_data']` as expected.", "Thank you for looking into this, Mario. Is this on [my repository](https://huggingface.co/datasets/tsor13/test), or on another one that you have reproduced? Would you...
Configurations in yaml not working
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### Dataset configurations cannot be created in YAML/README Hello! I'm trying to follow the docs here in order to create structure in my dataset as added from here (#5331): https://github.com/huggingface/datasets/blob/8b8e6ee067eb74e7965ca2a6768f15f9398cb7c8/docs/source/repository_structure.mdx#L110-L118 I have t...
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Fix ArrayXD YAML conversion
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2023-08-22T17:02:54Z
https://api.github.com/repos/huggingface/datasets/issues/6168/comments
Replace the `shape` tuple with a list in the `ArrayXD` YAML conversion. Fix #6112
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Allow hyphen in split name
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2023-08-22T13:30:59Z
https://api.github.com/repos/huggingface/datasets/issues/6167/comments
To fix https://discuss.huggingface.co/t/error-when-setting-up-the-dataset-viewer-streamingrowserror/51276.
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Document BUILDER_CONFIG_CLASS
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2023-08-22T11:27:41Z
https://api.github.com/repos/huggingface/datasets/issues/6166/comments
Related to https://github.com/huggingface/datasets/issues/6130
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq \r\nA test is failing, but I don't think it is due to my changes", "Good catch ! Could you add a test to make sure transformed IterableDataset objects are still picklable ?\r\n\r\nSomething like `test_pickle_after_many_tra...
Fix multiprocessing with spawn in iterable datasets
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The "Spawn" method is preferred when multiprocessing on macOS or Windows systems, instead of the "Fork" method on linux systems. This causes some methods of Iterable Datasets to break when using a dataloader with more than 0 workers. I fixed the issue by replacing lambda and local methods which are not pickle-abl...
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Fix: Missing a MetadataConfigs init when the repo has a `datasets_info.json` but no README
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2023-08-21T14:57:54Z
https://api.github.com/repos/huggingface/datasets/issues/6164/comments
When I try to push to an arrow repo (can provide the link on Slack), it uploads the files but fails to update the metadata, with ``` File "app.py", line 123, in add_new_eval eval_results[level].push_to_hub(my_repo, token=TOKEN, split=SPLIT) File "blabla_my_env_path/lib/python3.10/site-packages/datasets/arro...
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[ "Answered on the forum [here](https://discuss.huggingface.co/t/error-type-arrowinvalid-details-failed-to-parse-string-254-254-as-a-scalar-of-type-int32/51323)." ]
Error type: ArrowInvalid Details: Failed to parse string: '[254,254]' as a scalar of type int32
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### Describe the bug I am getting the following error while I am trying to upload the CSV sheet to train a model. My CSV sheet content is exactly same as shown in the example CSV file in the Auto Train page. Attaching screenshot of error for reference. I have also tried converting the index of the answer that are inte...
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[ "Hi ! Feel free to open a discussion at https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T/discussions to ask the file to be fixed (or directly open a PR with the fixed file)\r\n\r\n`datasets` expects all the examples to have the same fields", "@lhoestq I think the problem is caused by the fact th...
load_dataset('json',...) from togethercomputer/RedPajama-Data-1T errors when jsonl rows contains different data fields
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### Describe the bug When loading some jsonl from redpajama-data-1T github source [togethercomputer/RedPajama-Data-1T](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) fails due to one row of the file containing an extra field called **symlink_target: string>**. When deleting that line the loading...
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Fix protocol prefix for Beam
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2023-08-17T22:40:37Z
https://api.github.com/repos/huggingface/datasets/issues/6161/comments
Fix #6147
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Fix Parquet loading with `columns`
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2023-08-17T21:58:24Z
https://api.github.com/repos/huggingface/datasets/issues/6160/comments
Fix #6149
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2023-08-17T20:49:51Z
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https://github.com/huggingface/datasets/issues/6159
COLLABORATOR
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Add `BoundingBox` feature
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2023-08-17T20:49:51Z
https://api.github.com/repos/huggingface/datasets/issues/6159/comments
... to make working with object detection datasets easier. Currently, `Sequence(int_or_float, length=4)` can be used to represent this feature optimally (in the storage backend), so I only see this feature being useful if we make it work with the viewer. Also, bounding boxes usually come in 4 different formats (explain...
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[docs] Complete `to_iterable_dataset`
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2023-08-17T17:02:11Z
https://api.github.com/repos/huggingface/datasets/issues/6158/comments
Finishes the `to_iterable_dataset` documentation by adding it to the relevant sections in the tutorial and guide.
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[ "Thanks for reporting, but we can only fix this issue if you can provide a reproducer that consistently reproduces it.", "@mariosasko Ok. What exactly does it mean to provide a reproducer", "To provide a code that reproduces the issue :)", "@mariosasko I complete the above code, is it enough?", "@mariosasko...
DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'
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2023-08-17T15:48:11Z
https://api.github.com/repos/huggingface/datasets/issues/6157/comments
### Describe the bug When I was in load_dataset, it said "DatasetInfo.__init__() got an unexpected keyword argument '_column_requires_decoding'". The second time I ran it, there was no error and the dataset object worked ```python --------------------------------------------------------------------------- TypeErr...
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[ "@lhoestq ", "`_effective_generator` returns a RNG that takes into account `self._epoch` and the current dataset's base shuffling RNG (which can be set by specifying `seed=` in `.shuffle() for example`).\r\n\r\nTo fix your error you can pass `seed=` to `.shuffle()`. And the shuffling will depend on both this seed...
Why not use self._epoch as seed to shuffle in distributed training with IterableDataset
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I_kwDODunzps5ujYXq
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2023-08-17T10:58:20Z
https://api.github.com/repos/huggingface/datasets/issues/6156/comments
### Describe the bug Currently, distributed training with `IterableDataset` needs to pass fixed seed to shuffle to keep each node use the same seed to avoid overlapping. https://github.com/huggingface/datasets/blob/a7f8d9019e7cb104eac4106bdc6ec0292f0dc61a/src/datasets/iterable_dataset.py#L1174-L1177 My question ...
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Raise FileNotFoundError when passing data_files that don't exist
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2023-08-17T09:49:48Z
https://api.github.com/repos/huggingface/datasets/issues/6155/comments
e.g. when running `load_dataset("parquet", data_files="doesnt_exist.parquet")`
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Use yaml instead of get data patterns when possible
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2023-08-17T09:17:05Z
https://api.github.com/repos/huggingface/datasets/issues/6154/comments
This would make the data files resolution faster: no need to list all the data files to infer the dataset builder to use. fix https://github.com/huggingface/datasets/issues/6140
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https://github.com/huggingface/datasets/issues/6152
CONTRIBUTOR
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[ "@lhoestq ", "Makes sense, I guess this can be fixed in the load_dataset_builder method.\r\nIt concerns every packaged builder I think (see values in `_PACKAGED_DATASETS_MODULES`)", "I think the behavior is related to these lines, which short circuited the error handling.\r\nhttps://github.com/huggingface/datas...
FolderBase Dataset automatically resolves under current directory when data_dir is not specified
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2023-08-16T04:38:09Z
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### Describe the bug FolderBase Dataset automatically resolves under current directory when data_dir is not specified. For example: ``` load_dataset("audiofolder") ``` takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:...
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2023-08-21T14:38:26Z
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https://github.com/huggingface/datasets/issues/6151
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[ "`Dataset.sort` essentially does the same thing except it uses `pyarrow.compute.sort_indices` which doesn't involve copying the data into python objects (saving memory)\r\n\r\n```python\r\nsort_keys = [(col, \"ascending\") for col in column_names]\r\nindices = pc.sort_indices(self.data, sort_keys=sort_keys)\r\nretu...
Faster sorting for single key items
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2023-08-15T14:02:31Z
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### Feature request A faster way to sort a dataset which contains a large number of rows. ### Motivation The current sorting implementations took significantly longer than expected when I was running on a dataset trying to sort by timestamps. **Code snippet:** ```python ds = datasets.load_dataset( "json"...
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[ "```\r\n dataset = IterableDataset(dataset) if type(dataset) != IterableDataset else dataset # to force dataset.take(batch_size) to work in non-streaming mode\r\n ```\r\n", "hf discuss: https://discuss.huggingface.co/t/how-does-one-make-dataset-take-512-work-with-streaming-false-with-hugging-face-data-set/5...
Allow dataset implement .take
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2023-08-15T00:17:51Z
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### Feature request I want to do: ``` dataset.take(512) ``` but it only works with streaming = True ### Motivation uniform interface to data sets. Really surprising the above only works with streaming = True. ### Your contribution Should be trivial to copy paste the IterableDataset .take to use the local pa...
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https://github.com/huggingface/datasets/issues/6149
CONTRIBUTOR
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[ "Looks like this regression was introduced in `datasets==2.13.0` (`2.12.0` could load a subset of columns)\r\n\r\nThis does not appear to be fixed by https://github.com/huggingface/datasets/pull/6045 (bug still exists on `main`)" ]
Dataset.from_parquet cannot load subset of columns
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2023-08-14T23:28:22Z
https://api.github.com/repos/huggingface/datasets/issues/6149/comments
### Describe the bug When using `Dataset.from_parquet(path_or_paths, columns=[...])` and a subset of columns, loading fails with a variant of the following ``` ValueError: Couldn't cast a: int64 -- schema metadata -- pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 273 to {'a': V...
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Ignore parallel warning in map_nested
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This warning message was shown every time you pass num_proc to `load_dataset` because of `map_nested` ``` parallel_map is experimental and might be subject to breaking changes in the future ``` This PR removes it for `map_nested`. If someone uses another parallel backend they're already warned when `parallel_ba...
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[ "The cause of the error seems to be that `datasets` adds \"gcs://\" as a schema, while `beam` checks only \"gs://\".\r\n\r\ndatasets: https://github.com/huggingface/datasets/blob/c02a44715c036b5261686669727394b1308a3a4b/src/datasets/builder.py#L822\r\n\r\nbeam: [link](https://github.com/apache/beam/blob/25e1a64641b...
ValueError when running BeamBasedBuilder with GCS path in cache_dir
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I_kwDODunzps5uNDOO
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2023-08-14T03:11:34Z
https://api.github.com/repos/huggingface/datasets/issues/6147/comments
### Describe the bug When running the BeamBasedBuilder with a GCS path specified in the cache_dir, the following ValueError occurs: ``` ValueError: Unable to get filesystem from specified path, please use the correct path or ensure the required dependency is installed, e.g., pip install apache-beam[gcp]. Path spec...
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[ "I've tried clear the .cache file, doesn't work.", "This issue happens on AWS sagemaker", "This issue can happen if there is a directory named \"glue\" relative to the Python script with the `load_dataset` call (similar issue to this one: https://github.com/huggingface/datasets/issues/5228). Is this the case?",...
DatasetGenerationError when load glue benchmark datasets from `load_dataset`
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2023-08-13T05:17:56Z
https://api.github.com/repos/huggingface/datasets/issues/6146/comments
### Describe the bug Package version: datasets-2.14.4 When I run the codes: ``` from datasets import load_dataset dataset = load_dataset("glue", "ax") ``` I got the following errors: --------------------------------------------------------------------------- SchemaInferenceError ...
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[ "This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).", "> This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).\r\n\r\nThanks @sgugger , I guess I will wait for them to address the issue . Looking forward to hearing from them ", "You can use `.push_to_...
custom load dataset to hub
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2023-08-13T04:42:22Z
https://api.github.com/repos/huggingface/datasets/issues/6153/comments
### System Info kaggle notebook i transformed dataset: ``` dataset = load_dataset("Dahoas/first-instruct-human-assistant-prompt") ``` to formatted_dataset: ``` Dataset({ features: ['message_tree_id', 'message_tree_text'], num_rows: 33143 }) ``` but would like to know how to upload to hub ### ...
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Export to_iterable_dataset to document
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2023-08-12T07:00:14Z
https://api.github.com/repos/huggingface/datasets/issues/6145/comments
Fix the export of a missing method of `Dataset`
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[ "related: https://github.com/huggingface/datasets/issues/3504", "another file not found:\r\n```\r\nTraceback (most recent call last):\r\n File \"/lfs/ampere1/0/brando9/miniconda/envs/beyond_scale/lib/python3.10/site-packages/fsspec/implementations/http.py\", line 417, in _info\r\n await _file_info(\r\n File ...
NIH exporter file not found
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I_kwDODunzps5uG4LH
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2023-08-11T19:05:25Z
https://api.github.com/repos/huggingface/datasets/issues/6144/comments
### Describe the bug can't use or download the nih exporter pile data. ``` 15 experiment_compute_diveristy_coeff_single_dataset_then_combined_datasets_with_domain_weights() 16 File "/lfs/ampere1/0/brando9/beyond-scale-language-data-diversity/src/diversity/div_coeff.py", line 474, in experiment_compute_diveri...
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[ "@severo ", "It seems that some parquet files have additional columns.\r\n\r\nI ran a scan and found that two files have the additional `__id__` column:\r\n\r\n1. `hf://datasets/bigcode/the-stack-dedup/data/numpy/data-00000-of-00001.parquet`\r\n2. `hf://datasets/bigcode/the-stack-dedup/data/omgrofl/data-00000-of-...
the-stack-dedup fails to generate
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2023-08-11T05:10:49Z
https://api.github.com/repos/huggingface/datasets/issues/6142/comments
### Describe the bug I'm getting an error generating the-stack-dedup with datasets 2.13.1, and with 2.14.4 nothing happens. ### Steps to reproduce the bug My code: ``` import os import datasets as ds MY_CACHE_DIR = "/home/ubuntu/the-stack-dedup-local" MY_TOKEN="my-token" the_stack_ds = ds.load_dataset("...
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[ "Hi! I cannot reproduce this error on my machine or in Colab. Which version of `fsspec` do you have installed?" ]
TypeError: ClientSession._request() got an unexpected keyword argument 'https'
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2023-08-11T02:40:32Z
https://api.github.com/repos/huggingface/datasets/issues/6141/comments
### Describe the bug Hello, when I ran the [code snippet](https://huggingface.co/docs/datasets/v2.14.4/en/loading#json) on the document, I encountered the following problem: ``` Python 3.10.9 (main, Mar 1 2023, 18:23:06) [GCC 11.2.0] on linux Type "help", "copyright", "credits" or "license" for more informatio...
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Misalignment between file format specified in configs metadata YAML and the inferred builder
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2023-08-10T15:07:34Z
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There is a misalignment between the format of the `data_files` specified in the configs metadata YAML (CSV): ```yaml configs: - config_name: default data_files: - split: train path: data.csv ``` and the inferred builder (JSON). Note there are multiple JSON files in the repo, but they do not...
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[ "Hi, thanks for the suggestion. It's not possible at the moment. The viewer is part of the Hub codebase and only works on public datasets. Also, it relies on [Datasets Server](https://github.com/huggingface/datasets-server/), which prepares the data and provides an API to access the rows, size, etc.\r\n\r\nIf you'r...
Offline dataset viewer
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I_kwDODunzps5t-FZf
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2023-08-10T11:30:00Z
https://api.github.com/repos/huggingface/datasets/issues/6139/comments
### Feature request The dataset viewer feature is very nice. It enables to the user to easily view the dataset. However, when working for private companies we cannot always upload the dataset to the hub. Is there a way to create dataset viewer offline? I.e. to run a code that will open some kind of html or something t...
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
Ignore CI lint rule violation in Pickler.memoize
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PR_kwDODunzps5XoH2V
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2023-08-10T11:03:15Z
https://api.github.com/repos/huggingface/datasets/issues/6138/comments
This PR ignores the violation of the lint rule E721 in `Pickler.memoize`. The lint rule violation was introduced in this PR: - #3182 @lhoestq is there a reason you did not use `isinstance` instead? As a hotfix, we just ignore the violation of the lint rule. Fix #6136.
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(`from_spark()`) Unable to connect HDFS in pyspark YARN setting
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### Describe the bug related issue: https://github.com/apache/arrow/issues/37057#issue-1841013613 --- Hello. I'm trying to interact with HDFS storage from a driver and workers of pyspark YARN cluster. Precisely I'm using **huggingface's `datasets`** ([link](https://github.com/huggingface/datasets)) library tha...
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CI check_code_quality error: E721 Do not compare types, use `isinstance()`
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After latest release of `ruff` (https://pypi.org/project/ruff/0.0.284/), we get the following CI error: ``` src/datasets/utils/py_utils.py:689:12: E721 Do not compare types, use `isinstance()` ```
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Remove unused allowed_extensions param
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This PR removes unused `allowed_extensions` parameter from `create_builder_configs_from_metadata_configs`.
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[ "I noticed that this is actually covered by issue #5613, which for some reason I didn't see when I searched the issues in this repo the first time." ]
`datasets` cannot be installed alongside `apache-beam`
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### Describe the bug If one installs `apache-beam` alongside `datasets` (which is required for the [wikipedia](https://huggingface.co/datasets/wikipedia#dataset-summary) dataset) in certain environments (such as a Google Colab notebook), they appear to install successfully, however, actually trying to do something s...
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[ "@lhoestq ", "It's roughly the same code between the two so we can expected roughly the same speed, could you share a benchmark ?" ]
Dataset is slower after calling `to_iterable_dataset`
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### Describe the bug Can anyone explain why looping over a dataset becomes slower after calling `to_iterable_dataset` to convert to `IterableDataset` ### Steps to reproduce the bug Any dataset after converting to `IterableDataset` ### Expected behavior Maybe it should be faster on big dataset? I only test on small...
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[ "Fixed with PR" ]
to_iterable_dataset is missing in document
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### Describe the bug to_iterable_dataset is missing in document ### Steps to reproduce the bug to_iterable_dataset is missing in document ### Expected behavior document enhancement ### Environment info unrelated
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[ "@lhoestq ", "What should be the behavior in this case ? Should it override the default config with the added parameter ?", "I know why it should be treated as a new config if overriding parameters are passed. But in some case, I just pass in some common fields like `data_dir`.\r\n\r\nFor example, I want to ext...
default config name doesn't work when config kwargs are specified.
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### Describe the bug https://github.com/huggingface/datasets/blob/12cfc1196e62847e2e8239fbd727a02cbc86ddec/src/datasets/builder.py#L518-L522 If `config_name` is `None`, `DEFAULT_CONFIG_NAME` should be select. But once users pass `config_kwargs` to their customized `BuilderConfig`, the logic is ignored, and dataset ...
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Release 2.14.4
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[ "Hi @TomasAndersonFang,\r\n\r\nHave you tried instead to use `torch_compile` in `transformers.TrainingArguments`? https://huggingface.co/docs/transformers/v4.31.0/en/main_classes/trainer#transformers.TrainingArguments.torch_compile", "> \r\n\r\nI tried this and got the following error:\r\n\r\n```\r\nTraceback (mo...
IndexError: Invalid key: 88 is out of bounds for size 0
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2023-08-08T15:32:08Z
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### Describe the bug This bug generates when I use torch.compile(model) in my code, which seems to raise an error in datasets lib. ### Steps to reproduce the bug I use the following code to fine-tune Falcon on my private dataset. ```python import transformers from transformers import ( AutoModelForCausalLM...
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Fix authentication issues
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This PR fixes 3 authentication issues: - Fix authentication when passing `token`. - Fix authentication in `Audio.decode_example` and `Image.decode_example`. - Fix authentication to resolve `data_files` in repositories without script. This PR also fixes our CI so that we properly test when passing `token` and we d...
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[ "Our CI did not catch this issue because with current implementation, stored token in `HfFolder` (which always exists) is used by default.", "I can confirm this and have the same problem (and just went almost crazy because I couldn't figure out the source of this problem because on another computer everything wor...
Private datasets do not load when passing token
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### Describe the bug Since the release of `datasets` 2.14, private/gated datasets do not load when passing `token`: they raise `EmptyDatasetError`. This is a non-planned backward incompatible breaking change. Note that private datasets do load if instead `download_config` is passed: ```python from datasets i...
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Reinforcement Learning and Robotics are not task categories in HF datasets metadata
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https://api.github.com/repos/huggingface/datasets/issues/6125/comments
### Describe the bug In https://huggingface.co/models there are task categories for RL and robotics but none in https://huggingface.co/datasets Our lab is currently moving our datasets over to hugging face and would like to be able to add those 2 tags Moreover we see some older datasets that do have that tag, bu...
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[ "i once had the same error and I could fix that by pushing a fake or a dummy commit on my hugging face dataset repo", "Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?", "> Hi! We need a reproducer to fix this. Can you provide a link to the dataset (if it's public)?\...
Datasets crashing runs due to KeyError
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2023-08-05T17:48:56Z
https://api.github.com/repos/huggingface/datasets/issues/6124/comments
### Describe the bug Hi all, I have been running into a pretty persistent issue recently when trying to load datasets. ```python train_dataset = load_dataset( 'llama-2-7b-tokenized', split = 'train' ) ``` I receive a KeyError which crashes the runs. ``` Traceback (most recent call...
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[ "Hi! Thanks for the investigation, but we are not the authors of these datasets, so please report this on the Hub instead so that the actual authors can fix it." ]
Inaccurate Bounding Boxes in "wildreceipt" Dataset
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2023-08-05T14:34:13Z
https://api.github.com/repos/huggingface/datasets/issues/6123/comments
### Describe the bug I would like to bring to your attention an issue related to the accuracy of bounding boxes within the "wildreceipt" dataset, which is made available through the Hugging Face API. Specifically, I have identified a discrepancy between the bounding boxes generated by the dataset loading commands, n...
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2023-08-21T18:18:54Z
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[ "You can use `huggingface_hub`'s [Card API](https://huggingface.co/docs/huggingface_hub/package_reference/cards) to programmatically push a dataset card to the Hub." ]
Upload README via `push_to_hub`
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I_kwDODunzps5tg4Sp
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2023-08-04T21:00:27Z
https://api.github.com/repos/huggingface/datasets/issues/6122/comments
### Feature request `push_to_hub` now allows users to upload datasets programmatically. However, based on the latest doc, we still need to open the dataset page to add readme file manually. However, I do discover snippets to intialize a README for every `push_to_hub`: ``` dataset_card = ( DatasetCard( ...
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[ "Hi,\r\n\r\nI found a small typo in the code example of create imagefolder dataset. It confused me a little when I first saw it.\r\n\r\nBest Regards.\r\n\r\nXin" ]
Small typo in the code example of create imagefolder dataset
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2023-08-04T13:36:59Z
https://api.github.com/repos/huggingface/datasets/issues/6121/comments
Fix type of code example of load imagefolder dataset
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[ "In which format is your dataset? We could expose the `pre_buffer` flag for Parquet to use PyArrow's background thread pool to speed up loading. " ]
Lookahead streaming support?
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https://api.github.com/repos/huggingface/datasets/issues/6120/comments
### Feature request From what I understand, streaming dataset currently pulls the data, and process the data as it is requested. This can introduce significant latency delays when data is loaded into the training process, needing to wait for each segment. While the delays might be dataset specific (or even mappi...
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[Docs] Add description of `select_columns` to guide
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https://api.github.com/repos/huggingface/datasets/issues/6119/comments
Closes #6116
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[ "Hi! `IterableDataset.from_generator` expects a generator function, not the object (to be consistent with `Dataset.from_generator`).\r\n\r\nYou can fix the above snippet as follows:\r\n```python\r\ntrain_dataset = IterableDataset.from_generator(line_generator, fn_kwargs={\"files\": model_training_files})\r\n```", ...
IterableDataset.from_generator() fails with pickle error when provided a generator or iterator
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2023-08-04T01:45:04Z
https://api.github.com/repos/huggingface/datasets/issues/6118/comments
### Describe the bug **Description** Providing a generator in an instantiation of IterableDataset.from_generator() fails with `TypeError: cannot pickle 'generator' object` when the generator argument is supplied with a generator. **Code example** ``` def line_generator(files: List[Path]): if isinstance(f...
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Set dev version
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[ "Great idea, feel free to open a PR! :)" ]
[Docs] The "Process" how-to guide lacks description of `select_columns` function
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### Feature request The [how to process dataset guide](https://huggingface.co/docs/datasets/main/en/process) currently does not mention the [`select_columns`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.select_columns) function. It would be nice to include it in the gui...
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Release: 2.14.3
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[ "You can avoid this by using the `revision` parameter in `load_dataset` to always force downloading a specific commit (if not specified it defaults to HEAD, hence the redownload).", "Thanks @mariosasko this works well, looks like I should have read the documentation a bit more carefully. \r\n\r\nIt is still a bi...
Cache not being used when loading commonvoice 8.0.0
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2023-08-02T23:18:11Z
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### Describe the bug I have commonvoice 8.0.0 downloaded in `~/.cache/huggingface/datasets/mozilla-foundation___common_voice_8_0/en/8.0.0/b2f8b72f8f30b2e98c41ccf855954d9e35a5fa498c43332df198534ff9797a4a`. The folder contains all the arrow files etc, and was used as the cached version last time I touched the ec2 ins...
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https://github.com/huggingface/datasets/issues/6113
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[ "Hi! This should be fixed in the latest (patch) release (run `pip install -U datasets` to install it). This behavior was due to a bug in our authentication logic." ]
load_dataset() fails with streamlit caching inside docker
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https://api.github.com/repos/huggingface/datasets/issues/6113/comments
### Describe the bug When calling `load_dataset` in a streamlit application running within a docker container, get a failure with the error message: EmptyDatasetError: The directory at hf://datasets/fetch-rewards/inc-rings-2000@bea27cf60842b3641eae418f38864a2ec4cde684 doesn't contain any data files Traceback: Fil...
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[ "Thanks for reporting! This is a bug in converting the `ArrayXD` types to YAML. It will be fixed soon." ]
yaml error using push_to_hub with generated README.md
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https://api.github.com/repos/huggingface/datasets/issues/6112/comments
### Describe the bug When I construct a dataset with the following features: ``` features = Features( { "pixel_values": Array3D(dtype="float64", shape=(3, 224, 224)), "input_ids": Sequence(feature=Value(dtype="int64")), "attention_mask": Sequence(Value(dtype="int64")), "token...
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[ "any idea?", "This should work: `load_dataset(\"path/to/downloaded_repo\")`\r\n\r\n`load_from_disk` is intended to be used on directories created with `Dataset.save_to_disk` or `DatasetDict.save_to_disk`", "> This should work: `load_dataset(\"path/to/downloaded_repo\")`\r\n> \r\n> `load_from_disk` is intended t...
raise FileNotFoundError("Directory {dataset_path} is neither a `Dataset` directory nor a `DatasetDict` directory." )
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I_kwDODunzps5tPgdW
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2023-08-02T09:17:29Z
https://api.github.com/repos/huggingface/datasets/issues/6111/comments
### Describe the bug For researchers in some countries or regions, it is usually the case that the download ability of `load_dataset` is disabled due to the complex network environment. People in these regions often prefer to use git clone or other programming tricks to manually download the files to the disk (for exa...
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[ "This is expected behavior. You must provide `cache_file_name` when performing `.map` on an in-memory dataset for the result to be cached." ]
[BUG] Dataset initialized from in-memory data does not create cache.
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I_kwDODunzps5tJIfp
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2023-08-01T11:58:58Z
https://api.github.com/repos/huggingface/datasets/issues/6110/comments
### Describe the bug `Dataset` initialized from in-memory data (dictionary in my case, haven't tested with other types) does not create cache when processed with the `map` method, unlike `Dataset` initialized by other methods such as `load_dataset`. ### Steps to reproduce the bug ```python # below code was ru...
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[ "Thanks for reporting, @610v4nn1.\r\n\r\nIndeed, the source data files are no longer available. We have contacted the authors of the dataset and they report that Amazon has decided to stop distributing the multilingual reviews dataset.\r\n\r\nWe are adding a notification about this issue to the dataset card.\r\n\r\...
Problems in downloading Amazon reviews from HF
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https://api.github.com/repos/huggingface/datasets/issues/6109/comments
### Describe the bug I have a script downloading `amazon_reviews_multi`. When the download starts, I get ``` Downloading data files: 0%| | 0/1 [00:00<?, ?it/s] Downloading data: 243B [00:00, 1.43MB/s] Downloading data files: 100%|██████████| 1/1 [00:01<00:00, 1.54s/it] Extracting data files: 100%...
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[ "Yesterday I waited for more than 12 hours to make sure it was really **stuck** instead of proceeding too slow.", "I've had similar weird issues with `load_dataset` as well. Not multiple files, but dataset is quite big, about 50G.", "We use a generic multiprocessing code, so there is little we can do about this...
Loading local datasets got strangely stuck
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https://api.github.com/repos/huggingface/datasets/issues/6108/comments
### Describe the bug I try to use `load_dataset()` to load several local `.jsonl` files as a dataset. Every line of these files is a json structure only containing one key `text` (yeah it is a dataset for NLP model). The code snippet is as: ```python ds = load_dataset("json", data_files=LIST_OF_FILE_PATHS, num_proc=...
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Fix deprecation of use_auth_token in file_utils
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Fix issues with the deprecation of `use_auth_token` introduced by: - #5996 in functions: - `get_authentication_headers_for_url` - `request_etag` - `get_from_cache` Currently, `TypeError` is raised: https://github.com/huggingface/datasets-server/actions/runs/5711650666/job/15484685570?pr=1588 ``` FAILED tes...
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[ "Hi! We use PyArrow to read JSON files, and PyArrow doesn't allow different value types in the same column. #5776 should address this.\r\n\r\nIn the meantime, you can combine `Dataset.from_generator` with the above code to cast the values to the same type. ", "Thanks for your help!" ]
load local json_file as dataset
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### Describe the bug I tried to load local json file as dataset but failed to parsing json file because some columns are 'float' type. ### Steps to reproduce the bug 1. load json file with certain columns are 'float' type. For example `data = load_data("json", data_files=JSON_PATH)` 2. Then, the error will be trigg...
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Fix error when loading from GCP bucket
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Fix `resolve_pattern` for filesystems with tuple protocol. Fix #6100. The bug code lines were introduced by: - #6028
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[ "Possibly related:\r\n- https://github.com/pytorch/pytorch/issues/22462" ]
HF Datasets data access is extremely slow even when in memory
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### Describe the bug Doing a simple `some_dataset[:10]` can take more than a minute. Profiling it: <img width="1280" alt="image" src="https://github.com/huggingface/datasets/assets/36224762/e641fb95-ff02-4072-9016-5416a65f75ab"> `some_dataset` is completely in memory with no disk cache. This is proving fat...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6103). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
Set dev version
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Release 2.14.2
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[ "Thanks for reporting, @bilelomrani1.\r\n\r\nWe are fixing it. ", "We have fixed it. We are planning to do a patch release today." ]
TypeError when loading from GCP bucket
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### Describe the bug Loading a dataset from a GCP bucket raises a type error. This bug was introduced recently (either in 2.14 or 2.14.1), and appeared during a migration from 2.13.1. ### Steps to reproduce the bug Load any file from a GCP bucket: ```python import datasets datasets.load_dataset("json", data_f...
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[ "Seems like the problem isn't with the library, but the dataset itself hosted on AWS S3.\r\n\r\nIts [homepage](https://s3.amazonaws.com/amazon-reviews-pds/readme.html) returns an `AccessDenied` XML response, which is the same thing you get if you try to log the `record` that triggers the exception\r\n\r\n```python\...
How do i get "amazon_us_reviews
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### Feature request I have been trying to load 'amazon_us_dataset" but unable to do so. `amazon_us_reviews = load_dataset('amazon_us_reviews')` `print(amazon_us_reviews)` > [ValueError: Config name is missing. Please pick one among the available configs: ['Wireless_v1_00', 'Watches_v1_00', 'Video_Games_v1...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> I am not sure why the case distinction between local and remote filesystems is even necessary for DatasetDict when saving to disk. Imo this could be removed (leaving only fs.makedirs(dataset_dict_path, exist_ok=True)).\r\n\r\nIndee...
Expanduser in save_to_disk()
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2023-07-29T20:50:45Z
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Fixes #5651. The same problem occurs when loading from disk so I fixed it there too. I am not sure why the case distinction between local and remote filesystems is even necessary for `DatasetDict` when saving to disk. Imo this could be removed (leaving only `fs.makedirs(dataset_dict_path, exist_ok=True)`).
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[ "Actually, my bad -- specifying\r\n```python\r\nfoo.set_format('numpy', ['vectors'], output_all_columns=True)\r\n```\r\nfixes it." ]
Dataset.get_nearest_examples does not return all feature values for the k most similar datapoints - side effect of Dataset.set_format
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### Describe the bug Hi team! I observe that there seems to be a side effect of `Dataset.set_format`: after setting a format and creating a FAISS index, the method `get_nearest_examples` from the `Dataset` class, fails to retrieve anything else but the embeddings themselves - not super useful. This is not the case ...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6096). All of your documentation changes will be reflected on that endpoint.", "Hi here @lhoestq @mariosasko I just realised this PR is still open, should we close it in case this is something not to include within `datasets`, ...
Add `fsspec` support for `to_json`, `to_csv`, and `to_parquet`
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Hi to whoever is reading this! 🤗 (Most likely @mariosasko) ## What's in this PR? This PR replaces the `open` from Python with `fsspec.open` and adds the argument `storage_options` for the methods `to_json`, `to_csv`, and `to_parquet`, to allow users to export any 🤗`Dataset` into a file in a file-system as reque...
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Fix deprecation of errors in TextConfig
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This PR fixes an issue with the deprecation of `errors` in `TextConfig` introduced by: - #5974 ```python In [1]: ds = load_dataset("text", data_files="test.txt", errors="strict") --------------------------------------------------------------------------- TypeError Traceback (most ...
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Fix deprecation of use_auth_token in DownloadConfig
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This PR fixes an issue with the deprecation of `use_auth_token` in `DownloadConfig` introduced by: - #5996 ```python In [1]: from datasets import DownloadConfig In [2]: DownloadConfig(use_auth_token=False) --------------------------------------------------------------------------- TypeError ...
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Deprecate `download_custom`
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Deprecate `DownloadManager.download_custom`. Users should use `fsspec` URLs (cacheable) or make direct requests with `fsspec`/`requests` (not cacheable) instead. We should deprecate this method as it's not compatible with streaming, and implementing the streaming version of it is hard/impossible. There have been req...
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Minor fix in `iter_files` for hidden files
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https://api.github.com/repos/huggingface/datasets/issues/6092/comments
Fix #6090
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Bump fsspec from 2021.11.1 to 2022.3.0
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2023-07-28T09:37:15Z
https://api.github.com/repos/huggingface/datasets/issues/6091/comments
Fix https://github.com/huggingface/datasets/issues/6087 (Colab installs 2023.6.0, so we should be good)
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[ "Thanks for reporting. We've merged a PR with a fix." ]
FilesIterable skips all the files after a hidden file
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2023-07-28T07:25:57Z
https://api.github.com/repos/huggingface/datasets/issues/6090/comments
### Describe the bug When initializing `FilesIterable` with a list of file paths using `FilesIterable.from_paths`, it will discard all the files after a hidden file. The problem is in [this line](https://github.com/huggingface/datasets/blob/88896a7b28610ace95e444b94f9a4bc332cc1ee3/src/datasets/download/download_manag...
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[ "We could add a \"threads\" parallel backend to `datasets.parallel.parallel_backend` to support downloading with threads but note that `download_and_extract` also decompresses archives, and this is a CPU-intensive task, which is not ideal for (Python) threads (good for IO-intensive tasks).", "> We could add a \"t...
AssertionError: daemonic processes are not allowed to have children
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2023-07-28T06:04:00Z
https://api.github.com/repos/huggingface/datasets/issues/6089/comments
### Describe the bug When I load_dataset with num_proc > 0 in a deamon process, I got an error: ```python File "/Users/codingl2k1/Work/datasets/src/datasets/download/download_manager.py", line 564, in download_and_extract return self.extract(self.download(url_or_urls)) ^^^^^^^^^^^^^^^^^ File "/Users...
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Loading local data files initiates web requests
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2023-07-28T04:06:26Z
https://api.github.com/repos/huggingface/datasets/issues/6088/comments
As documented in the [official docs](https://huggingface.co/docs/datasets/v2.14.0/en/package_reference/loading_methods#datasets.load_dataset.example-2), I tried to load datasets from local files by ```python # Load a JSON file from datasets import load_dataset ds = load_dataset('json', data_files='path/to/local/my_...
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fsspec dependency is set too low
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2023-07-27T20:08:22Z
https://api.github.com/repos/huggingface/datasets/issues/6087/comments
### Describe the bug fsspec.callbacks.TqdmCallback (used in https://github.com/huggingface/datasets/blob/73bed12ecda17d1573fd3bf73ed5db24d3622f86/src/datasets/utils/file_utils.py#L338) was first released in fsspec [2022.3.0](https://github.com/fsspec/filesystem_spec/releases/tag/2022.3.0, commit where it was added: ht...
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2024-03-07T07:22:43Z
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[ "Hi @mariosasko unless someone's already working on it, I guess I can tackle it!", "Hi! Sure, feel free to tackle this.", "#self-assign", "I'm assuming this should just cover `to_csv`, `to_parquet`, and `to_json`, right? As `to_list` and `to_dict` just return Python objects, `to_pandas` returns a `pandas.Data...
Support `fsspec` in `Dataset.to_<format>` methods
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2023-07-27T19:08:37Z
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Supporting this should be fairly easy. Requested on the forum [here](https://discuss.huggingface.co/t/how-can-i-convert-a-loaded-dataset-in-to-a-parquet-file-and-save-it-to-the-s3/48353).
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Fix `fsspec` download
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2023-07-27T18:54:47Z
https://api.github.com/repos/huggingface/datasets/issues/6085/comments
Testing `ds = load_dataset("audiofolder", data_files="s3://datasets.huggingface.co/SpeechCommands/v0.01/v0.01_test.tar.gz", storage_options={"anon": True})` and trying to fix the issues raised by `fsspec` ... TODO: fix ``` self.session = aiobotocore.session.AioSession(**self.kwargs) TypeError: __init__() got ...
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Changing pixel values of images in the Winoground dataset
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2023-07-27T17:55:35Z
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Hi, as I followed the instructions, with lasted "datasets" version: " from datasets import load_dataset examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>) " I got slightly different datasets in colab and in my hpc environment. Specifically, the pixel values of images are slight...
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set dev version
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Release: 2.14.1
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Deprecate `Dataset.export`
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2023-07-27T14:22:18Z
https://api.github.com/repos/huggingface/datasets/issues/6081/comments
Deprecate `Dataset.export` that generates a TFRecord file from a dataset as this method is undocumented, and the usage seems low. Users should use [TFRecordWriter](https://www.tensorflow.org/api_docs/python/tf/io/TFRecordWriter#write) or the official [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) t...
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2023-07-28T11:01:04Z
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2023-07-26T16:24:43Z
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https://github.com/huggingface/datasets/pull/6080
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
Remove README link to deprecated Colab notebook
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2023-07-26T15:27:49Z
https://api.github.com/repos/huggingface/datasets/issues/6080/comments
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