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@ -79,7 +79,7 @@ pip install --pre --upgrade bigdl-orca[ray] # For the latest nightly build vers
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```
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```
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Note that with the extra key of [ray], `pip` will automatically install the additional dependencies for RayOnSpark,
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Note that with the extra key of [ray], `pip` will automatically install the additional dependencies for RayOnSpark,
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including `ray[default]==1.9.2`, `aiohttp==3.8.1`, `async-timeout==4.0.1`, `aioredis==1.3.1`, `hiredis==2.0.0`, `prometheus-client==0.11.0`, `psutil`, `setproctitle`.
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including `ray[default]==1.9.2`, `aiohttp==3.9.0`, `async-timeout==4.0.1`, `aioredis==1.3.1`, `hiredis==2.0.0`, `prometheus-client==0.11.0`, `psutil`, `setproctitle`.
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### To additionally use AutoML
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### To additionally use AutoML
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@ -14,7 +14,7 @@ _**Note:** BigDL has been tested on Ray 1.9.2 and you are highly recommended to
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We recommend using [conda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/) to prepare the Python environment.
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We recommend using [conda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/) to prepare the Python environment.
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When installing bigdl-orca with pip, you can specify the extras key `[ray]` to install the additional dependencies
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When installing bigdl-orca with pip, you can specify the extras key `[ray]` to install the additional dependencies
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for running Ray (i.e. `ray[default]==1.9.2`, `aiohttp==3.8.1`, `async-timeout==4.0.1`, `aioredis==1.3.1`, `hiredis==2.0.0`, `prometheus-client==0.11.0`, `psutil`, `setproctitle`):
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for running Ray (i.e. `ray[default]==1.9.2`, `aiohttp==3.9.0`, `async-timeout==4.0.1`, `aioredis==1.3.1`, `hiredis==2.0.0`, `prometheus-client==0.11.0`, `psutil`, `setproctitle`):
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```bash
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```bash
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conda create -n py37 python=3.7 # "py37" is conda environment name, you can use any name you like.
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conda create -n py37 python=3.7 # "py37" is conda environment name, you can use any name you like.
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@ -316,6 +316,8 @@ If you prefer to use `spark-submit` instead of `bigdl-submit`, please follow the
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```
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```
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Note that you are recommended **NOT** to install BigDL Orca with pip install command in the conda environment if you use spark-submit to avoid possible conflicts.
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Note that you are recommended **NOT** to install BigDL Orca with pip install command in the conda environment if you use spark-submit to avoid possible conflicts.
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If you are using `requirements_ray.txt`, you need to additionally install `ray[default]` with version 1.9.2 in your environment.
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2. Pack the current activate conda environment to an archive:
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2. Pack the current activate conda environment to an archive:
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```bash
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```bash
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conda pack -o environment.tar.gz
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conda pack -o environment.tar.gz
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