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Adapt and test huggingface_hub v1.0.0.rc0
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Test as part of https://github.com/huggingface/huggingface_hub/issues/3340
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set dev version
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release: 4.1.1
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BIGPATENT dataset inaccessible (deprecated script loader)
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dataset: https://huggingface.co/datasets/NortheasternUniversity/big_patent When I try to load it with the datasets library, it fails with: RuntimeError: Dataset scripts are no longer supported, but found big_patent.py Could you please publish a Parquet/Arrow export of BIGPATENT on the Hugging Face so that it can be...
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fix empty dataset to_parquet
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[FIX] force spawning pool for MacOS
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This PR gets multiprocessing to work on mac os: ```python from datasets import load_dataset ds = load_dataset("fka/awesome-chatgpt-prompts", split="train").take(100) ds = ds.map(lambda x: x, num_proc=4) ds.push_to_hub("burtenshaw/dataset-test", num_proc=4) ```
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push_to_hub not overwriting but stuck in a loop when there are existing commits
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### Describe the bug `get_deletions_and_dataset_card` stuck at error a commit has happened error since push to hub for http error 412 for tag 4.1.0. The error does not exists in 4.0.0. ### Steps to reproduce the bug Create code to use push_to_hub, ran twice each time with different content for datasets.Dataset. The...
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[ "HTTP 412 means a commit happened in the meantime, so `get_deletions_and_dataset_card` has to retry to get the latest version of the dataset card and what files to delete based on the latest version of the dataset repository\n\nAre you running other operations in the dataset repo for your push_to_hub ?", "There w...
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[docs] Fix broken WebDataset link on “Create a video dataset” page
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### What Fix the "WebDataset documentation" link on the Create a video dataset page to point to the correct section on the video load guide. ### Why The link currently points to an external repo, but the Hugging Face docs have an internal "WebDataset" section under video_load. ### How - docs/source/video_dat...
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fix iterate nested field
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Error processing scalar columns using tensorflow.
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`datasets==4.0.0` ``` columns_to_return = ['input_ids','attention_mask', 'start_positions', 'end_positions'] train_ds.set_format(type='tf', columns=columns_to_return) ``` `train_ds`: ``` train_ds type: <class 'datasets.arrow_dataset.Dataset'>, shape: (1000, 9) columns: ['question', 'sentences', 'answer', 'str_idx', 'en...
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Add support for arrow iterable when concatenating or interleaving
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Fixes a case when concatenating or interleaving datasets with `with_format(...)` call was slower. Details here: https://github.com/huggingface/datasets/issues/6637 @lhoestq I tried to minimize the duplication between iter and iter_arrow methods, not sure if this is against the design, can separate those if needed.
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[ "Seeing the following numbers on the script shared in the original issue. (MacBook Pro M4)\r\n\r\n```\r\n1000it [00:00, 4074.63it/s] # ds_a.with_format(\"torch\")\r\n1000it [00:01, 593.39it/s] # ds_a.shuffle()\r\n1999it [00:03, 594.09it/s] # datasets.interleave_datasets([ds_a, ds_b])\r\n1000it [00:00, 5382.45it/s] ...
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Fix: Correct float feature generation in `generate_examples`
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This PR fixes a bug in the `generate_examples` function where `datasets.Value` features with a `float` dtype were incorrectly generated using `np.random.randint`. This resulted in integer values being cast to float, which is not representative of true floating-point data. **Key changes include:** * Added explic...
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[ "Hey @lhoestq, just following up on this — it fixes float feature generation in `generate_examples`. Thanks!" ]
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This PR fixes a bug in the `generate_examples` function where `datasets.Value` features with a `float` dtype were incorrectly generated using `np.random.randint`. This resulted in integer values being cast to float, which is not representative of true floating-point data. **Key changes include:** 1. Added explicit...
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### Feature request https://github.com/huggingface/datasets/blob/4.0.0/src/datasets/load.py#L1411-L1418 ``` def load_dataset( ... dl_manager: Optional[DownloadManager] = None, # add this new argument **config_kwargs, ) -> Union[DatasetDict, Dataset, IterableDatasetDict, IterableDataset]: ... # ...
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cast columns to Image/Audio/Video with `storage_options`
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### Feature request Allow `storage_options` to be passed in 1. `cast` related operations (e.g., `cast_columns, cast`) 2. `info` related reading (e.g., `from_dict, from_pandas, from_polars`) together with `info.features` ```python3 import datasets image_path = "s3://bucket/sample.png" dataset = datasets.Dataset.from_d...
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polars dataset cannot cast column to Image/Audio/Video
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### Describe the bug `from_polars` dataset cannot cast column to Image/Audio/Video, while it works on `from_pandas` and `from_dict` ### Steps to reproduce the bug ```python3 import datasets import pandas as pd import polars as pl image_path = "./sample.png" # polars df = pl.DataFrame({"image_path": [image_path]}) ...
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[ "I fixed this with a combination of `to_dict` and `from_dict`:\n\n```py\ndatasets.Dataset.from_dict(df.to_dict(as_series=False))\n```", "@samuelstevens Yeah, I'm using similar workaround as well. But it would be ideal if we can avoid the copy." ]
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before the release, to make sure everything works fine
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7764). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Bump dill to 0.4.0
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2025-09-15T08:37:48Z
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This bumps `dill` to 0.3.9 and closes #7510 It turns out the only thing required to make the tests pass was to extend the version checks to include 0.3.9.
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[ "Have you tried to run `pytest tests/test_fingerprint.py` ? It seems dill 0.3.9 breaks a lot of tests\r\n\r\n```\r\nFAILED tests/test_fingerprint.py::TokenizersHashTest::test_hash_regex - NameError: name 'log' is not defined\r\nFAILED tests/test_fingerprint.py::TokenizersHashTest::test_hash_tokenizer - NameError: n...
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7,762
Parquet: use data page v2 for efficient page pruning
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2025-09-11T14:42:22Z
2025-09-11T15:24:25Z
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This is needed to enable page pruning with DataFusion, which will be useful for the Dataset Viewer. Indeed page pruning with DataFusion allows to download only certain pages of a row group, reducing the I/O required to read just a few rows. But while data page v1 generally works, it's not easy with DataFusion to ...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7762). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Closing this since it looks like the page offset index is enough :)" ]
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Audio: use TorchCodec instead of Soundfile for encoding
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this removes the dependency on Soundfile completely
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Hugging Face Hub Dataset Upload CAS Error
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### Describe the bug Experiencing persistent 401 Unauthorized errors when attempting to upload datasets to Hugging Face Hub using the `datasets` library. The error occurs specifically with the CAS (Content Addressable Storage) service during the upload process. Tried using HF_HUB_DISABLE_XET=1. It seems to work for sm...
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[ "cc @jsulz maybe ?", "Curious! I took a look at this and was unable to see why this would be occurring on our side. Tagging in @jgodlew and @bpronan since they might have insights. \n\n@n-bkoe just a few questions if you wouldn't mind: \n1. What kind of data are you uploading and what is the difference in file si...
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Comment/feature request: Huggingface 502s from GHA
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This is no longer a pressing issue, but for completeness I am reporting that in August 26th, GET requests to `https://datasets-server.huggingface.co/info\?dataset\=livebench/math` were returning 502s when invoked from [github actions](https://github.com/UKGovernmentBEIS/inspect_evals/actions/runs/17241892475/job/489211...
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7,758
Option for Anonymous Dataset link
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### Feature request Allow for anonymized viewing of datasets. For instance, something similar to [Anonymous GitHub](https://anonymous.4open.science/). ### Motivation We generally publish our data through Hugging Face. This has worked out very well as it's both our repository and archive (thanks to the DOI feature!)....
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I_kwDODunzps7KCDMj
7,757
Add support for `.conll` file format in datasets
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2025-09-06T07:25:39Z
2025-09-10T14:22:48Z
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### Feature request I’d like to request native support in the Hugging Face datasets library for reading .conll files (CoNLL format). This format is widely used in NLP tasks, especially for Named Entity Recognition (NER), POS tagging, and other token classification problems. Right now `.conll` datasets need to be manu...
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[ "That would be cool ! feel free to ping me if I can help reviewing a PR" ]
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7,756
datasets.map(f, num_proc=N) hangs with N>1 when run on import
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### Describe the bug If you `import` a module that runs `datasets.map(f, num_proc=N)` at the top-level, Python hangs. ### Steps to reproduce the bug 1. Create a file that runs datasets.map at the top-level: ```bash cat <<EOF > import_me.py import datasets the_dataset = datasets.load_dataset("openai/openai_humanev...
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Support pathlib.Path for feature input
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This PR adds support for specifying image, video, audio, and pdf features using `pathlib.Path`.
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Add columns support to JSON loader
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New fix to #7594 This PR adds support for the columns argument in the JSON dataset builder. Added columns parameter to JsonConfig. Applied column filtering after table creation, filling missing columns with None. Extended tests to cover: - Selecting a subset of columns - Handling missing requested columns - Co...
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datasets massively slows data reads, even in memory
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### Describe the bug Loading image data in a huggingface dataset results in very slow read speeds, approximately 1000 times longer than reading the same data from a pytorch dataset. This applies even when the dataset is loaded into RAM using a `keep_in_memory=True` flag. The following script reproduces the result wit...
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[ "Hi ! you should try\n\n```python\nfrom datasets import Array3D, Dataset, Features, Value\n\nfeatures = Features({\"image\": Array3D(shape=(3, 224, 224), dtype=\"uint8\"), \"label\": Value(\"uint8\")})\nhf_dataset = Dataset.from_dict({'image': images, 'label':labels}, features=features)\n```\n\notherwise the type o...
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7,752
Fix: Update Dill Version in Setup py
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Currently the DIll version is less than 3.9 and now major libraries like Multiprocess, gepa requires Dill version as 0.4.0 and this is making a conflict in installation. So added this small PR to update the DIll.
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[ "https://github.com/huggingface/datasets/issues/7751", "same as https://github.com/huggingface/datasets/pull/7763: some tests need to be fixed to support 0.4.0" ]
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7,751
Dill version update
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### Describe the bug Why the datasets is not updating the dill ? Just want to know if I update the dill version in dill what will be the repucssion. For now in multiplaces I have to update the library like process requirequire dill 0.4.0 so why not datasets. Adding a pr too. ### Steps to reproduce the bug . ###...
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[ "#7752 ", "related: #7510 " ]
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Refactor: use unpacking in load.py for time and memory improvement
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In `src/datasets/load.py`, we can use unpacking rather than concatenating two lists for improved time and memory performance. It’s a small improvement in absolute terms, but a consistent and measurable one: ```diff - ALL_ALLOWED_EXTENSIONS = list(_EXTENSION_TO_MODULE.keys()) + [".zip"] + ALL_ALLOWED_EXTENSIONS = [...
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Fix typo in error message for cache directory deletion
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This PR fixes a small typo in an error message in `src/datasets/fingerprint.py`: https://github.com/huggingface/datasets/blob/910fab20606893f69b4fccac5fcc883dddf5a14d/src/datasets/fingerprint.py#L63 ```diff - occured + occurred ```
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docs: Streaming best practices
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Add a new 'Streaming best practices' page with practical patterns and pitfalls for large-scale/production use of IterableDataset. Includes examples for batched map with remove_columns, deterministic shuffling with set_epoch, multi-worker sharding, checkpoint/resume, and persistence to Parquet/Hub. Linked from How-to > ...
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Add wikipedia-2023-redirects dataset
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Title: Add wikipedia-2023-redirects dataset (redirect resolution + pageviews) Summary - New dataset loader: wikipedia_2023_redirects - Canonical Wikipedia pages enriched with: - redirects (aliases pointing to the page) - 2023 pageviews (aggregated) - Streaming support; robust parsing; license notes included - Test...
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[ "you should host this dataset on HF with `ds.push_to_hub()` ! we stopped using dataset scripts some time ago" ]
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Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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Hi, The canonical `multi_news` dataset is currently broken and fails to load. This is because it points to the [alexfabri/multi_news](https://huggingface.co/datasets/alexfabbri/multi_news) repository, which contains a legacy loading script (`multi_news.py`) that requires the now-removed `trust_remote_code` parameter....
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[ "@sayakpaul @a-r-r-o-w could you verify this issue then i can contribute to solve this issue!😊" ]
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Audio mono argument no longer supported, despite class documentation
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### Describe the bug Either update the documentation, or re-introduce the flag (and corresponding logic to convert the audio to mono) ### Steps to reproduce the bug Audio(sampling_rate=16000, mono=True) raises the error TypeError: Audio.__init__() got an unexpected keyword argument 'mono' However, in the class doc...
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[ "I want to solve this problem can you please assign it to me\nand also can you please guide whether the mono parameter is required to be re-added or the documentation needs an update?" ]
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dtype: ClassLabel is not parsed correctly in `features.py`
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`dtype: ClassLabel` in the README.md yaml metadata is parsed incorrectly and causes the data viewer to fail. This yaml in my metadata ([source](https://huggingface.co/datasets/BrentLab/yeast_genome_resources/blob/main/README.md), though i changed `ClassLabel` to `string` to using different dtype in order to avoid the ...
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[ "I think it's \"class_label\"", "> I think it's \"class_label\"\n\nI see -- thank you. This works\n\n```yaml\nlicense: mit\nlanguage:\n- en\ntags:\n- genomics\n- yeast\n- transcription\n- perturbation\n- response\n- overexpression\npretty_name: Hackett, 2020 Overexpression\nsize_categories:\n- 1M<n<10M\ndataset_i...
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Refactor HDF5 and preserve tree structure
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Closes #7741. Followup to #7690 - Recursive parsing and feature inference, to preserve the tree structure of the file. Note this means we now visit all links in the file. It also means we have to call` combine_chunks` on any large non-root datasets. - Support for `complex64` (two `float32`s, used to be converted to...
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[ "@lhoestq this is ready for you now!", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7743). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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module 'pyarrow' has no attribute 'PyExtensionType'
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### Describe the bug When importing certain libraries, users will encounter the following error which can be traced back to the datasets library. module 'pyarrow' has no attribute 'PyExtensionType'. Example issue: https://github.com/explodinggradients/ragas/issues/2170 The issue occurs due to the following. I will ...
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[ "Just checked out the files and thishad already been addressed", "For others who find this issue: \n\n`pip install --upgrade \"datasets>=2.20.0\"` \n\nfrom https://github.com/explodinggradients/ragas/issues/2170#issuecomment-3204393672 can fix it." ]
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I_kwDODunzps7GxcCQ
7,741
Preserve tree structure when loading HDF5
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2025-08-19T15:42:05Z
2025-08-26T15:28:06Z
2025-08-26T15:28:06Z
CONTRIBUTOR
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### Feature request https://github.com/huggingface/datasets/pull/7740#discussion_r2285605374 ### Motivation `datasets` has the `Features` class for representing nested features. HDF5 files have groups of datasets which are nested, though in #7690 the keys are flattened. We should preserve that structure for the user...
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Document HDF5 support
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2025-08-19T14:53:04Z
2025-09-03T16:55:19Z
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I think these are at least the main places where we should put content. Ideally it is not just repeated in the final version ref #7690 - [x] Wait for #7743 to land
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[ "@lhoestq any guidance on what else to add/feedback on what is there now? It seems a bit minimal, but I don't think it's worth doing an entire page on HDF5?" ]
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