Dataproc change worker size
My jobs (ML jobs) require more than 15GB RAM per worker. How to change the machine type for worker? Currently:
n1-standard-4 (4 vCPU, 15.0 GB memory)
I would prefer to keep my cluster not recreate it.
google-cloud-platform google-cloud-dataproc dataproc
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
add a comment |
My jobs (ML jobs) require more than 15GB RAM per worker. How to change the machine type for worker? Currently:
n1-standard-4 (4 vCPU, 15.0 GB memory)
I would prefer to keep my cluster not recreate it.
google-cloud-platform google-cloud-dataproc dataproc
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
add a comment |
My jobs (ML jobs) require more than 15GB RAM per worker. How to change the machine type for worker? Currently:
n1-standard-4 (4 vCPU, 15.0 GB memory)
I would prefer to keep my cluster not recreate it.
google-cloud-platform google-cloud-dataproc dataproc
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
My jobs (ML jobs) require more than 15GB RAM per worker. How to change the machine type for worker? Currently:
n1-standard-4 (4 vCPU, 15.0 GB memory)
I would prefer to keep my cluster not recreate it.
google-cloud-platform google-cloud-dataproc dataproc
google-cloud-platform google-cloud-dataproc dataproc
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,27523569
3,27523569
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
You cannot change the machine type for an existing cluster - this is not something Dataproc supports. What is the reason you want to keep your cluster rather than create a new one?
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
add a comment |
I'm afraid it can be done following these steps:
- Go to the VM instances section in the Compute Engine -> Instances
- Stop the instance
- Change the type machine
- Start it
I have just done it and it worked. If a worker is shut down the cluster will continue working, but if you modify the master the cluster may not work after the change, in any case I recommend restart your cluster. Just be careful on doing this because data stored may be removed according to Dataproc documentation.
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
add a comment |
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53345886%2fdataproc-change-worker-size%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
You cannot change the machine type for an existing cluster - this is not something Dataproc supports. What is the reason you want to keep your cluster rather than create a new one?
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
add a comment |
You cannot change the machine type for an existing cluster - this is not something Dataproc supports. What is the reason you want to keep your cluster rather than create a new one?
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
add a comment |
You cannot change the machine type for an existing cluster - this is not something Dataproc supports. What is the reason you want to keep your cluster rather than create a new one?
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
You cannot change the machine type for an existing cluster - this is not something Dataproc supports. What is the reason you want to keep your cluster rather than create a new one?
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
answered Nov 16 '18 at 22:24
cyxxycyxxy
362
362
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
add a comment |
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
I installed few libraries to support an application. Not big deal, just wanted to know I'm not missing anything obvious. Thanks
– spicyramen
Nov 17 '18 at 2:10
add a comment |
I'm afraid it can be done following these steps:
- Go to the VM instances section in the Compute Engine -> Instances
- Stop the instance
- Change the type machine
- Start it
I have just done it and it worked. If a worker is shut down the cluster will continue working, but if you modify the master the cluster may not work after the change, in any case I recommend restart your cluster. Just be careful on doing this because data stored may be removed according to Dataproc documentation.
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
add a comment |
I'm afraid it can be done following these steps:
- Go to the VM instances section in the Compute Engine -> Instances
- Stop the instance
- Change the type machine
- Start it
I have just done it and it worked. If a worker is shut down the cluster will continue working, but if you modify the master the cluster may not work after the change, in any case I recommend restart your cluster. Just be careful on doing this because data stored may be removed according to Dataproc documentation.
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
add a comment |
I'm afraid it can be done following these steps:
- Go to the VM instances section in the Compute Engine -> Instances
- Stop the instance
- Change the type machine
- Start it
I have just done it and it worked. If a worker is shut down the cluster will continue working, but if you modify the master the cluster may not work after the change, in any case I recommend restart your cluster. Just be careful on doing this because data stored may be removed according to Dataproc documentation.
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
I'm afraid it can be done following these steps:
- Go to the VM instances section in the Compute Engine -> Instances
- Stop the instance
- Change the type machine
- Start it
I have just done it and it worked. If a worker is shut down the cluster will continue working, but if you modify the master the cluster may not work after the change, in any case I recommend restart your cluster. Just be careful on doing this because data stored may be removed according to Dataproc documentation.
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
answered Dec 8 '18 at 0:43
rsantiagorsantiago
3346
3346
add a comment |
add a comment |
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53345886%2fdataproc-change-worker-size%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
