Initial support for IPv6 (#8225)
- Merge rabit socket into XGBoost. - Dask interface support. - Add test to the socket.
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@@ -474,7 +474,6 @@ interface, including callback functions, custom evaluation metric and objective:
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callbacks=[early_stop],
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)
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.. _tracker-ip:
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***************
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@@ -504,6 +503,35 @@ dask config is used:
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reg = dxgb.DaskXGBRegressor()
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************
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IPv6 Support
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************
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.. versionadded:: 2.0.0
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XGBoost has initial IPv6 support for the dask interface on Linux. Due to most of the
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cluster support for IPv6 is partial (dual stack instead of IPv6 only), we require
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additional user configuration similar to :ref:`tracker-ip` to help XGBoost obtain the
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correct address information:
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.. code-block:: python
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import dask
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from distributed import Client
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from xgboost import dask as dxgb
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# let xgboost know the scheduler address, use the same bracket format as dask.
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with dask.config.set({"xgboost.scheduler_address": "[fd20:b6f:f759:9800::]"}):
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with Client("[fd20:b6f:f759:9800::]") as client:
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reg = dxgb.DaskXGBRegressor(tree_method="hist")
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When GPU is used, XGBoost employs `NCCL <https://developer.nvidia.com/nccl>`_ as the
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underlying communication framework, which may require some additional configuration via
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environment variable depending on the setting of the cluster. Please note that IPv6
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support is Unix only.
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*****************************************************************************
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Why is the initialization of ``DaskDMatrix`` so slow and throws weird errors
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*****************************************************************************
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