Dataproc change worker size
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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
edited Mar 17 at 1:06
b.enoit.be
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
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
edited Mar 17 at 1:06
b.enoit.be
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
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
edited Mar 17 at 1:06
b.enoit.be
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
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
google-cloud-platform google-cloud-dataproc
edited Mar 17 at 1:06
b.enoit.be
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
edited Mar 17 at 1:06
b.enoit.be
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
edited Mar 17 at 1:06
b.enoit.be
5,41842842
edited Mar 17 at 1:06
b.enoit.be
5,41842842
edited Mar 17 at 1:06
b.enoit.be
5,41842842
5,41842842
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
asked Nov 16 '18 at 21:48
spicyramenspicyramen
3,62423972
3,62423972
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
1163
1
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
41917
add a comment |
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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
1163
1
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
1163
1
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
1163
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
1163
answered Nov 16 '18 at 22:24
cyxxycyxxy
1163
answered Nov 16 '18 at 22:24
cyxxycyxxy
1163
answered Nov 16 '18 at 22:24
cyxxycyxxy
1163
1163
1
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 |
1
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
1
1
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
41917
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
41917
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
41917
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
41917
answered Dec 8 '18 at 0:43
rsantiagorsantiago
41917
answered Dec 8 '18 at 0:43
rsantiagorsantiago
41917
answered Dec 8 '18 at 0:43
rsantiagorsantiago
41917
41917
add a comment |
add a comment |
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