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Update docs to reflect current status (pytorch#1458)
Removes the disclaimers about what will be removed, as that has all been removed.
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CONTRIBUTING.md

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- If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the
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feature with us.
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- We have a checklist of things to go through while adding a new DataPipe. See below.
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- We have a checklist of things to go through while adding a new Node. See below.
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- If you would like to feature a usage example in our documentation, discuss that with us in an issue.
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## Issues

README.md

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# TorchData (see note below on current status)
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# TorchData
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[**What is TorchData?**](#what-is-torchdata) | [**Stateful DataLoader**](#stateful-dataloader) |
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[**Install guide**](#installation) | [**Contributing**](#contributing) | [**License**](#license)
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**:warning: June 2024 Status Update: Removing DataPipes and DataLoader V2**
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**We are re-focusing the torchdata repo to be an iterative enhancement of torch.utils.data.DataLoader. We do not plan on
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continuing development or maintaining the [`DataPipes`] and [`DataLoaderV2`] solutions, and they will be removed from
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the torchdata repo. We'll also be revisiting the `DataPipes` references in pytorch/pytorch. In release
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`torchdata==0.8.0` (July 2024) they will be marked as deprecated, and sometime after 0.9.0 (Oct 2024) they will be
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deleted. Existing users are advised to pin to `torchdata==0.9.0` or an older version until they are able to migrate
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away. Subsequent releases will not include DataPipes or DataLoaderV2. The old version of this README is
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[available here](https://github.com/pytorch/data/blob/v0.7.1/README.md). Please reach out if you suggestions or comments
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(please use [#1196](https://github.com/pytorch/data/issues/1196) for feedback).**
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##
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## What is TorchData?

docs/source/conf.py

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intersphinx_mapping = {
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"graphviz": ("https://graphviz.readthedocs.io/en/stable/", None),
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}
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rst_prolog = """.. attention::
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**June 2024 Status Update: Removing DataPipes and DataLoader V2**
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We are re-focusing the torchdata repo to be an iterative enhancement of torch.utils.data.DataLoader. We do not plan on
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continuing development or maintaining the [`DataPipes`] and [`DataLoaderV2`] solutions, and they will be removed from
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the torchdata repo. We'll also be revisiting the `DataPipes` references in pytorch/pytorch. In release
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`torchdata==0.8.0` (July 2024) they will be marked as deprecated, and in 0.10.0 (Late 2024) they will be deleted. Existing
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users are advised to pin to `torchdata<=0.9.0` or an older version until they are able to migrate away. Subsequent
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releases will not include DataPipes or DataLoaderV2.
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Please reach out if you suggestions or comments (please use `this issue <https://github.com/pytorch/data/issues/1196>`_ for feedback)
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"""

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