From d3244189c3224c12e7b77ddfa9cf7b07a70bf9fa Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 08:40:39 +0000 Subject: [PATCH 01/19] Replace jupyter with iteractive dev --- ...jupyter.rst => iteractive-development.rst} | 94 ++++++++++++++++--- 1 file changed, 81 insertions(+), 13 deletions(-) rename docs/source/examples/{gpu-jupyter.rst => iteractive-development.rst} (50%) diff --git a/docs/source/examples/gpu-jupyter.rst b/docs/source/examples/iteractive-development.rst similarity index 50% rename from docs/source/examples/gpu-jupyter.rst rename to docs/source/examples/iteractive-development.rst index 7f4c593e02f..6757e0e1068 100644 --- a/docs/source/examples/gpu-jupyter.rst +++ b/docs/source/examples/iteractive-development.rst @@ -1,23 +1,88 @@ -GPU-backed Jupyter Notebooks -============================ +Interactive Development +======================= -Jupyter notebooks are a useful tool for interactive development, debugging, and -visualization. SkyPilot makes the process of running a GPU-backed Jupyter notebook -simple by automatically managing provisioning and port forwarding. +SkyPilot makes the interactive development very easy on clouds. It helps you: +#. Launch: a cluster with GPU or any specific requirement with a single command. +#. Connect: Quickly connect to the cluster with the cluster name. +#. Autostop: Automatically stop the cluster after a period of time for cost savings. -To get a machine with a GPU attached, use: +Launch +------ + +To launch a cluster with a cheap GPU for developemnt: .. code-block:: bash - # Launch a VM with 1 NVIDIA GPU and forward port 8888 to localhost - sky launch -c jupyter-vm --gpus K80:1 - ssh -L 8888:localhost:8888 jupyter-vm + # Launch a cluster with 1 NVIDIA GPU and syncing the local working directory to the + # cluster. + sky launch -c dev --gpus T4 --workdir . + .. note:: View the supported GPUs with the :code:`sky show-gpus` command. -Use ``ssh jupyter-vm`` to SSH into the VM. Inside the VM, you can run the + +Autostop +-------- + +SkyPilot allows you to automatically stop the cluster after a period of time to save costs. You can set the autostop time with a single command. + +.. code-block:: bash + + # Auto stop the cluster after 5 hours + sky autostop -i 300 dev + +Or add an additional flag :code:`-i` during the launch: + +.. code-block:: bash + + # Launch a cluster with auto stop after 5 hours + sky launch -c dev --gpus T4 --workdir . -i 300 + +For more details of auto stopping, check out: :ref:`auto-stop`. It helps you avoid idle machines from costing you a fortune, when you want a +machine to stop automatically after you go to bed or forget to stop it. + + +Connect +------- + +A user can easily connect to the cluster with the following ways: + +SSH +~~~ + +SkyPilot will automatically configure the SSH setting for a user to connect to the cluster with the cluster name after it is launched. + +.. code-block:: bash + + ssh dev + + +VSCode +~~~~~~ + +A common usecase for interactive developement is to connect an IDE directly to the cluster and edit code directly on the cluster. It +can also simply done by connecting VSCode to the cluster with the cluster name: + +#. Click on the top bar, type: :code:`> remote-ssh`, and select :code:`Remote-SSH: Connect Current Window to Host...` +#. Select the cluster name from the list of hosts. + +.. image:: https://imgur.com/8mKfsET.gif + +Jupyter Notebooks +~~~~~~~~~~~~~~~~~ + +Jupyter notebooks are a useful tool for interactive development, debugging, and +visualization. + +To get a machine with a GPU attached, use: + +.. code-block:: bash + + ssh -L 8888:localhost:8888 dev + +Use ``ssh dev`` to SSH into the cluster. Inside the cluster, you can run the following commands to start a Jupyter session: .. code-block:: bash @@ -46,7 +111,7 @@ You can verify that this notebook is running on the GPU-backed instance using :c The GPU node is a normal SkyPilot cluster, so you can use the usual CLI commands on it. For example, run ``sky down/stop`` to terminate or stop it, and ``sky exec`` to execute a task. Notebooks in SkyPilot tasks ---------------------------- +^^^^^^^^^^^^^^^^^^^^^^^^^^^ Jupyter notebooks can also be used in SkyPilot tasks, allowing access to the full range of SkyPilot's features including :ref:`mounted storage ` and :ref:`autostop `. @@ -60,7 +125,7 @@ The following :code:`jupyter.yaml` is an example of a task specification that ca name: jupyter resources: - accelerators: K80:1 + accelerators: T4:1 file_mounts: /covid: @@ -77,7 +142,7 @@ The following :code:`jupyter.yaml` is an example of a task specification that ca run: | cd ~/sky_workdir conda activate jupyter - jupyter notebook --port 8888 + jupyter notebook --port 8888 & Launch the GPU-backed Jupyter notebook: @@ -96,3 +161,6 @@ You can verify that this notebook has access to the mounted storage bucket. .. image:: ../images/jupyter-covid.png :width: 100% :alt: accessing covid data from notebook + + + From 89ae52f15029e73c0543b5d6030817bb760c6098 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 08:42:32 +0000 Subject: [PATCH 02/19] fix --- docs/source/docs/index.rst | 2 +- .../{iteractive-development.rst => interactive-development.rst} | 0 2 files changed, 1 insertion(+), 1 deletion(-) rename docs/source/examples/{iteractive-development.rst => interactive-development.rst} (100%) diff --git a/docs/source/docs/index.rst b/docs/source/docs/index.rst index 4892e869d3c..676c8be6c7c 100644 --- a/docs/source/docs/index.rst +++ b/docs/source/docs/index.rst @@ -114,7 +114,7 @@ Contents ../getting-started/installation ../getting-started/quickstart ../getting-started/tutorial - ../examples/gpu-jupyter + ../examples/interactive-development .. toctree:: diff --git a/docs/source/examples/iteractive-development.rst b/docs/source/examples/interactive-development.rst similarity index 100% rename from docs/source/examples/iteractive-development.rst rename to docs/source/examples/interactive-development.rst From c2e0a799e23c74fd4721225ef090b2c4097402b6 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 08:43:07 +0000 Subject: [PATCH 03/19] fix --- docs/source/examples/interactive-development.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 6757e0e1068..fabe3ed6feb 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -2,6 +2,7 @@ Interactive Development ======================= SkyPilot makes the interactive development very easy on clouds. It helps you: + #. Launch: a cluster with GPU or any specific requirement with a single command. #. Connect: Quickly connect to the cluster with the cluster name. #. Autostop: Automatically stop the cluster after a period of time for cost savings. From 571a55d4506fe6db65109b3023f18adbf396e21b Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 08:45:59 +0000 Subject: [PATCH 04/19] fix --- docs/source/examples/interactive-development.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index fabe3ed6feb..01aa0927b90 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -68,8 +68,11 @@ can also simply done by connecting VSCode to the cluster with the cluster name: #. Click on the top bar, type: :code:`> remote-ssh`, and select :code:`Remote-SSH: Connect Current Window to Host...` #. Select the cluster name from the list of hosts. +#. Open folder: :code:`sky_workdir` and find your code. .. image:: https://imgur.com/8mKfsET.gif + :align: center + :alt: Connect to the cluster with VSCode Jupyter Notebooks ~~~~~~~~~~~~~~~~~ From 73ee25b02127ff83520c6b36c7d35f6451c9064f Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Wed, 8 May 2024 01:08:40 +0000 Subject: [PATCH 05/19] Change title --- docs/source/examples/interactive-development.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 01aa0927b90..2e808aa96a2 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -1,5 +1,5 @@ -Interactive Development -======================= +Start a Development Cluster +=========================== SkyPilot makes the interactive development very easy on clouds. It helps you: From 03d432907f687c0dc3a2dd2c1bf0edc8491de812 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:12:17 -0700 Subject: [PATCH 06/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 2e808aa96a2..297ad62b788 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -1,7 +1,7 @@ Start a Development Cluster =========================== -SkyPilot makes the interactive development very easy on clouds. It helps you: +SkyPilot makes interactive development easy on Kubernetes or cloud VMs. It helps you: #. Launch: a cluster with GPU or any specific requirement with a single command. #. Connect: Quickly connect to the cluster with the cluster name. From ff23880497b47e3c704fafa69365de9af7d7ba4d Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:12:30 -0700 Subject: [PATCH 07/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 297ad62b788..69a6f4889f2 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -3,9 +3,9 @@ Start a Development Cluster SkyPilot makes interactive development easy on Kubernetes or cloud VMs. It helps you: -#. Launch: a cluster with GPU or any specific requirement with a single command. -#. Connect: Quickly connect to the cluster with the cluster name. -#. Autostop: Automatically stop the cluster after a period of time for cost savings. +#. Launch: Quickly get a cluster with GPU or other resource requirement with a single command. +#. Connect: Easily connect to the cluster using the cluster name (e.g., ``ssh dev``). +#. Autostop: Automatically stop the cluster after some idle time for cost savings. Launch ------ From efe662643ccec55f050201e4636509e08300d42f Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:12:36 -0700 Subject: [PATCH 08/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 69a6f4889f2..5cd5319daa5 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -14,8 +14,8 @@ To launch a cluster with a cheap GPU for developemnt: .. code-block:: bash - # Launch a cluster with 1 NVIDIA GPU and syncing the local working directory to the - # cluster. + # Launch a cluster with 1 NVIDIA GPU and sync the local working directory to the + # cluster. This can be launched as a pod in your Kubernetes cluster or a cloud VM. sky launch -c dev --gpus T4 --workdir . From 48fd2d8b4aed3c5368fd750b3b1b18449545286a Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:12:42 -0700 Subject: [PATCH 09/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 5cd5319daa5..244067d739f 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -27,7 +27,7 @@ To launch a cluster with a cheap GPU for developemnt: Autostop -------- -SkyPilot allows you to automatically stop the cluster after a period of time to save costs. You can set the autostop time with a single command. +SkyPilot allows you to automatically stop the cluster after a period of idle time to save costs. You can set the autostop time with a single command: .. code-block:: bash From bfadc2daf902642f26adf5f36541aa6a3e2abb70 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:14:22 -0700 Subject: [PATCH 10/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 244067d739f..6ac8894e94f 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -53,7 +53,7 @@ A user can easily connect to the cluster with the following ways: SSH ~~~ -SkyPilot will automatically configure the SSH setting for a user to connect to the cluster with the cluster name after it is launched. +SkyPilot will automatically configure the SSH setting for a cluster, so that users can connect to the cluster with the cluster name: .. code-block:: bash From c9734a160069a2d797c190ee8076211d57060f80 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:14:36 -0700 Subject: [PATCH 11/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 6ac8894e94f..5f68365f439 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -48,7 +48,7 @@ machine to stop automatically after you go to bed or forget to stop it. Connect ------- -A user can easily connect to the cluster with the following ways: +A user can easily connect to the cluster using your method of choice: SSH ~~~ From a8b0911e4326e11a6da439b0b71370b14909d3fe Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:14:43 -0700 Subject: [PATCH 12/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 5f68365f439..12231df95b7 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -67,7 +67,7 @@ A common usecase for interactive developement is to connect an IDE directly to t can also simply done by connecting VSCode to the cluster with the cluster name: #. Click on the top bar, type: :code:`> remote-ssh`, and select :code:`Remote-SSH: Connect Current Window to Host...` -#. Select the cluster name from the list of hosts. +#. Select the cluster name (e.g., ``dev``) from the list of hosts. #. Open folder: :code:`sky_workdir` and find your code. .. image:: https://imgur.com/8mKfsET.gif From 8289a08d2246154aeceeaf9492e5e2eb692292f1 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Tue, 7 May 2024 23:15:00 -0700 Subject: [PATCH 13/19] Update docs/source/examples/interactive-development.rst Co-authored-by: Zongheng Yang --- docs/source/examples/interactive-development.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 12231df95b7..3a29ed3c714 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -63,8 +63,8 @@ SkyPilot will automatically configure the SSH setting for a cluster, so that use VSCode ~~~~~~ -A common usecase for interactive developement is to connect an IDE directly to the cluster and edit code directly on the cluster. It -can also simply done by connecting VSCode to the cluster with the cluster name: +A common use case for interactive development is to connect a local IDE to a remote cluster and directly edit code that lives on the cluster. +This is supported by simply connecting VSCode to the cluster with the cluster name: #. Click on the top bar, type: :code:`> remote-ssh`, and select :code:`Remote-SSH: Connect Current Window to Host...` #. Select the cluster name (e.g., ``dev``) from the list of hosts. From 168f1ea55118d5f092142e82bcd46852de0c1287 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Wed, 8 May 2024 06:15:30 +0000 Subject: [PATCH 14/19] ordering --- docs/source/examples/interactive-development.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 3a29ed3c714..3254357dec5 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -4,8 +4,8 @@ Start a Development Cluster SkyPilot makes interactive development easy on Kubernetes or cloud VMs. It helps you: #. Launch: Quickly get a cluster with GPU or other resource requirement with a single command. -#. Connect: Easily connect to the cluster using the cluster name (e.g., ``ssh dev``). #. Autostop: Automatically stop the cluster after some idle time for cost savings. +#. Connect: Easily connect to the cluster using the cluster name (e.g., ``ssh dev``). Launch ------ From a418925015b8f4b71df586a0d669960ac1242751 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Wed, 8 May 2024 06:21:51 +0000 Subject: [PATCH 15/19] fix wording --- docs/source/examples/interactive-development.rst | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 3254357dec5..84682955206 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -10,7 +10,7 @@ SkyPilot makes interactive development easy on Kubernetes or cloud VMs. It helps Launch ------ -To launch a cluster with a cheap GPU for developemnt: +To launch a cluster with a cheap GPU for development: .. code-block:: bash @@ -80,14 +80,13 @@ Jupyter Notebooks Jupyter notebooks are a useful tool for interactive development, debugging, and visualization. -To get a machine with a GPU attached, use: +Connect to the machine and forward the port used by jupyter notebook: .. code-block:: bash ssh -L 8888:localhost:8888 dev -Use ``ssh dev`` to SSH into the cluster. Inside the cluster, you can run the -following commands to start a Jupyter session: +Inside the cluster, you can run the following commands to start a Jupyter session: .. code-block:: bash From 6b3c34eaeb48f61797a8e5b81c9221dcb1d5050c Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Wed, 8 May 2024 06:28:58 +0000 Subject: [PATCH 16/19] reword --- docs/source/examples/interactive-development.rst | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 84682955206..25ae1d03c06 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -41,8 +41,9 @@ Or add an additional flag :code:`-i` during the launch: # Launch a cluster with auto stop after 5 hours sky launch -c dev --gpus T4 --workdir . -i 300 -For more details of auto stopping, check out: :ref:`auto-stop`. It helps you avoid idle machines from costing you a fortune, when you want a -machine to stop automatically after you go to bed or forget to stop it. +For more details of auto stopping, check out: :ref:`auto-stop`. This feature is designed +to prevent idle clusters from incurring unnecessary costs, ensuring your cluster +stops automatically, whether it's overnight or throughout the weekend. Connect From 5b09e46a2a64b668f25944c175c147bc19964d7a Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Wed, 8 May 2024 22:08:29 +0000 Subject: [PATCH 17/19] Add TOC --- .../examples/interactive-development.rst | 28 ++++++++++++++++--- 1 file changed, 24 insertions(+), 4 deletions(-) diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index 25ae1d03c06..ea43d0b5b64 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -1,11 +1,18 @@ Start a Development Cluster =========================== + SkyPilot makes interactive development easy on Kubernetes or cloud VMs. It helps you: -#. Launch: Quickly get a cluster with GPU or other resource requirement with a single command. -#. Autostop: Automatically stop the cluster after some idle time for cost savings. -#. Connect: Easily connect to the cluster using the cluster name (e.g., ``ssh dev``). +#. :ref:`Launch `: Quickly get a cluster with GPU or other resource requirement with a single command. +#. :ref:`Autostop `: Automatically stop the cluster after some idle time for cost savings. +#. :ref:`Connect `: Easily connect to the cluster using the cluster name: + + - :ref:`SSH ` + - :ref:`VSCode ` + - :ref:`Jupyter Notebooks ` + +.. _dev-launch: Launch ------ @@ -15,14 +22,19 @@ To launch a cluster with a cheap GPU for development: .. code-block:: bash # Launch a cluster with 1 NVIDIA GPU and sync the local working directory to the - # cluster. This can be launched as a pod in your Kubernetes cluster or a cloud VM. + # cluster. sky launch -c dev --gpus T4 --workdir . +This can be launched as a pod in your Kubernetes cluster or a cloud VM. + + + .. note:: View the supported GPUs with the :code:`sky show-gpus` command. +.. _dev-autostop: Autostop -------- @@ -46,11 +58,15 @@ to prevent idle clusters from incurring unnecessary costs, ensuring your cluster stops automatically, whether it's overnight or throughout the weekend. +.. _dev-connect: + Connect ------- A user can easily connect to the cluster using your method of choice: +.. _dev-ssh: + SSH ~~~ @@ -61,6 +77,8 @@ SkyPilot will automatically configure the SSH setting for a cluster, so that use ssh dev +.. _dev-vscode: + VSCode ~~~~~~ @@ -75,6 +93,8 @@ This is supported by simply connecting VSCode to the cluster with the cluster na :align: center :alt: Connect to the cluster with VSCode +.. _dev-notebooks: + Jupyter Notebooks ~~~~~~~~~~~~~~~~~ From bf0834e6f930cdb0ef31a60e67b20373230c3880 Mon Sep 17 00:00:00 2001 From: Zhanghao Wu Date: Thu, 9 May 2024 07:21:27 +0000 Subject: [PATCH 18/19] Add screenshot --- .../examples/interactive-development.rst | 15 ++++++++++++++- docs/source/images/gcp-vm.png | Bin 0 -> 101207 bytes docs/source/images/k8s-pod.png | Bin 0 -> 197569 bytes sky/backends/cloud_vm_ray_backend.py | 2 +- 4 files changed, 15 insertions(+), 2 deletions(-) create mode 100644 docs/source/images/gcp-vm.png create mode 100644 docs/source/images/k8s-pod.png diff --git a/docs/source/examples/interactive-development.rst b/docs/source/examples/interactive-development.rst index ea43d0b5b64..a0fdc769898 100644 --- a/docs/source/examples/interactive-development.rst +++ b/docs/source/examples/interactive-development.rst @@ -25,10 +25,21 @@ To launch a cluster with a cheap GPU for development: # cluster. sky launch -c dev --gpus T4 --workdir . -This can be launched as a pod in your Kubernetes cluster or a cloud VM. +This can be launched as a pod in your Kubernetes cluster or a VM on any cloud. +.. figure:: ../images/k8s-pod.png + :align: center + :width: 80% + :alt: Launch a cluster as a pod in Kubernetes + + Launch a cluster as a pod in Kubernetes +.. figure:: ../images/gcp-vm.png + :align: center + :width: 80% + :alt: Launch a cluster as a VM on GCP + Launch a cluster as a VM on GCP .. note:: @@ -89,6 +100,8 @@ This is supported by simply connecting VSCode to the cluster with the cluster na #. Select the cluster name (e.g., ``dev``) from the list of hosts. #. Open folder: :code:`sky_workdir` and find your code. +For more details, please refer to the `VSCode documentation `__. + .. image:: https://imgur.com/8mKfsET.gif :align: center :alt: Connect to the cluster with VSCode diff --git a/docs/source/images/gcp-vm.png b/docs/source/images/gcp-vm.png new file mode 100644 index 0000000000000000000000000000000000000000..262a47318fda52d9063a66f79a1eddf28130048b GIT binary patch literal 101207 zcmd41bzBt8);JD`QYuQSfRuE1my~pOtbj{*hYN}V0@B?jUDDkMNJ@7}=h6$i?Cy7Y z?!E7Q-sf|l`+NWVEua1DFf(W7%$YN%L)BH~AK|{hMMFb-r0_;Y6AcaP77Y!31^WT2 zC-IY;0~#7`sg1O>x`MPcmAb2wrHwrh4ed>6LK2pG+&sw#FtRY@bK(dIgg~<@5xTL7Dr7a-YoSs;31Q9~fMkVqc-Xaqm?d+oq%Td6S84 z6n_2sX}9_3<;h8&YivrXIm}S0_uoQqhd+bQUcuR{0!0~;(q8Qpw<+VU7$q~QZd6=L zL~R5p`KG!z2Xp0qdlwq;%v>jirzI)%DWjD}cWbl_$r-~2gOI^KrO-&LvgZ=-dDF_r zvpSpezycwS-JzJBpTA|4Yp5m}-lx(%H#;*7CE&M9ZHi54o|t;mBw^4Qvood;`6YAP z-fXJXW>onRetM|c5S+j!xi#S9z?fY@Mdf?&Udrl`-at&{h+^bP5;#L-vO}^r^=Ha+ 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