O2
Contents
O2#
%load_ext autoreload
%autoreload 2
import xarray as xr
from dask.distributed import Client
import catalog
import util
xr.set_options(keep_attrs=True)
/glade/work/kristenk/miniconda/envs/cesm-exp/lib/python3.7/site-packages/dask_jobqueue/core.py:20: FutureWarning: tmpfile is deprecated and will be removed in a future release. Please use dask.utils.tmpfile instead.
from distributed.utils import tmpfile
<xarray.core.options.set_options at 0x2b9b1f3083d0>
Parameters#
casename = 'g.e22a06.G1850ECOIAF_JRA_PHYS_DEV.TL319_g17.scope_v1'
component = 'pop'
stream = 'h'
variable_id = 'TEMP'
cluster_scheduler_address = None
# Parameters
casename = "g.e22.GOMIPECOIAF_JRA-1p4-2018.TL319_g17.4p2z.001branch"
component = "pop"
stream = "h"
variable_id = "O2"
cluster_scheduler_address = "tcp://10.12.206.3:35506"
assert component in ['pop']
assert stream in ['h', 'h.ecosys.nday1']
Connect to cluster#
if cluster_scheduler_address is None:
cluster, client = util.get_ClusterClient()
cluster.scale(12)
else:
client = Client(cluster_scheduler_address)
client
Client
Client-60f37cec-9356-11ed-91eb-3cecef1acc46
| Connection method: Direct | |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/8787/status |
Scheduler Info
Scheduler
Scheduler-7b28f886-17c1-40f8-ae24-3360603786e8
| Comm: tcp://10.12.206.3:35506 | Workers: 32 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/8787/status | Total threads: 32 |
| Started: 10 minutes ago | Total memory: 744.96 GiB |
Workers
Worker: PBSCluster-0
| Comm: tcp://10.12.206.60:40381 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/37473/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.60:43642 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-she593m8 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 288.17 MiB | Spilled bytes: 0 B |
| Read bytes: 262.62 MiB | Write bytes: 169.17 kiB |
Worker: PBSCluster-1
| Comm: tcp://10.12.206.57:34913 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/43168/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.57:40520 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-ais4w5nl | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 442.64 MiB | Spilled bytes: 0 B |
| Read bytes: 16.13 MiB | Write bytes: 24.29 kiB |
Worker: PBSCluster-10
| Comm: tcp://10.12.206.55:40610 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/41580/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:41770 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-24q12p4a | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 441.89 MiB | Spilled bytes: 0 B |
| Read bytes: 17.38 kiB | Write bytes: 11.10 kiB |
Worker: PBSCluster-11
| Comm: tcp://10.12.206.35:36760 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/34231/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.35:39163 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-tm589a2g | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 416.00 MiB | Spilled bytes: 0 B |
| Read bytes: 26.37 kiB | Write bytes: 21.37 kiB |
Worker: PBSCluster-12
| Comm: tcp://10.12.206.42:46667 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/44609/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:43503 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-63bl396p | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 361.75 MiB | Spilled bytes: 0 B |
| Read bytes: 32.80 kiB | Write bytes: 29.32 kiB |
Worker: PBSCluster-13
| Comm: tcp://10.12.206.55:34741 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/41987/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:39933 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-3taktpky | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 394.88 MiB | Spilled bytes: 0 B |
| Read bytes: 17.21 kiB | Write bytes: 7.85 kiB |
Worker: PBSCluster-14
| Comm: tcp://10.12.206.42:44723 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/38884/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:37139 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-btgwv71o | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 443.69 MiB | Spilled bytes: 0 B |
| Read bytes: 26.45 kiB | Write bytes: 13.41 kiB |
Worker: PBSCluster-15
| Comm: tcp://10.12.206.60:34840 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/36356/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.60:36517 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-s50upym9 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 408.44 MiB | Spilled bytes: 0 B |
| Read bytes: 279.58 MiB | Write bytes: 162.08 kiB |
Worker: PBSCluster-16
| Comm: tcp://10.12.206.55:33480 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/44604/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:34515 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-20gqvxq8 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 4.0% | Last seen: Just now |
| Memory usage: 382.39 MiB | Spilled bytes: 0 B |
| Read bytes: 17.33 kiB | Write bytes: 9.47 kiB |
Worker: PBSCluster-17
| Comm: tcp://10.12.206.42:46005 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/44117/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:32947 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-18iilri4 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 294.95 MiB | Spilled bytes: 0 B |
| Read bytes: 26.44 kiB | Write bytes: 11.79 kiB |
Worker: PBSCluster-18
| Comm: tcp://10.12.206.60:33226 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/42773/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.60:46337 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-8qq6z3y3 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 4.0% | Last seen: Just now |
| Memory usage: 401.80 MiB | Spilled bytes: 0 B |
| Read bytes: 275.90 MiB | Write bytes: 161.17 kiB |
Worker: PBSCluster-19
| Comm: tcp://10.12.206.36:36934 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/38605/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.36:40345 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-0wibvgh_ | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 333.92 MiB | Spilled bytes: 0 B |
| Read bytes: 97.06 kiB | Write bytes: 46.95 kiB |
Worker: PBSCluster-2
| Comm: tcp://10.12.206.42:35532 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/37233/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:38029 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-tvn8qi89 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 397.79 MiB | Spilled bytes: 0 B |
| Read bytes: 26.53 kiB | Write bytes: 11.02 kiB |
Worker: PBSCluster-20
| Comm: tcp://10.12.206.57:44618 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/35828/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.57:39590 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-j87b3i6z | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 407.65 MiB | Spilled bytes: 0 B |
| Read bytes: 16.15 MiB | Write bytes: 22.47 kiB |
Worker: PBSCluster-21
| Comm: tcp://10.12.206.42:36146 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/42013/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:42567 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-te65hpsa | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 399.04 MiB | Spilled bytes: 0 B |
| Read bytes: 26.49 kiB | Write bytes: 15.04 kiB |
Worker: PBSCluster-22
| Comm: tcp://10.12.206.37:45266 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/41617/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.37:46778 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-6zjl_rf2 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 4.0% | Last seen: Just now |
| Memory usage: 407.66 MiB | Spilled bytes: 0 B |
| Read bytes: 129.09 kiB | Write bytes: 164.38 kiB |
Worker: PBSCluster-23
| Comm: tcp://10.12.206.57:36646 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/33282/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.57:39220 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-tedt0oqb | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 430.43 MiB | Spilled bytes: 0 B |
| Read bytes: 16.19 MiB | Write bytes: 22.52 kiB |
Worker: PBSCluster-24
| Comm: tcp://10.12.206.35:43781 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/41280/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.35:41682 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-oenmf7ye | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 294.78 MiB | Spilled bytes: 0 B |
| Read bytes: 25.92 kiB | Write bytes: 14.37 kiB |
Worker: PBSCluster-25
| Comm: tcp://10.12.206.42:38958 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/45762/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:41096 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-r999w54s | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 291.34 MiB | Spilled bytes: 0 B |
| Read bytes: 26.43 kiB | Write bytes: 12.59 kiB |
Worker: PBSCluster-26
| Comm: tcp://10.12.206.35:41019 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/46197/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.35:41093 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-n8z_ugpj | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 299.58 MiB | Spilled bytes: 0 B |
| Read bytes: 25.87 kiB | Write bytes: 15.15 kiB |
Worker: PBSCluster-27
| Comm: tcp://10.12.206.40:37756 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/34868/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.40:46061 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-ah4h4uwy | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 348.35 MiB | Spilled bytes: 0 B |
| Read bytes: 28.26 kiB | Write bytes: 15.90 kiB |
Worker: PBSCluster-28
| Comm: tcp://10.12.206.55:40536 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/40763/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:43688 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-mqh1_swd | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 375.81 MiB | Spilled bytes: 0 B |
| Read bytes: 17.28 kiB | Write bytes: 7.88 kiB |
Worker: PBSCluster-29
| Comm: tcp://10.12.206.35:43010 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/45869/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.35:38155 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-0zp2yifw | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 303.61 MiB | Spilled bytes: 0 B |
| Read bytes: 26.75 kiB | Write bytes: 45.61 kiB |
Worker: PBSCluster-3
| Comm: tcp://10.12.206.55:43243 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/45154/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:40506 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-d77lpe1m | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 289.91 MiB | Spilled bytes: 0 B |
| Read bytes: 17.24 kiB | Write bytes: 7.06 kiB |
Worker: PBSCluster-30
| Comm: tcp://10.12.206.42:40059 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/38562/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:35150 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-s1j98ibm | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 397.45 MiB | Spilled bytes: 0 B |
| Read bytes: 25.99 kiB | Write bytes: 9.95 kiB |
Worker: PBSCluster-31
| Comm: tcp://10.12.206.55:40509 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/46123/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:42505 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-0193oowl | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 366.72 MiB | Spilled bytes: 0 B |
| Read bytes: 17.35 kiB | Write bytes: 9.47 kiB |
Worker: PBSCluster-4
| Comm: tcp://10.12.206.60:33761 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/38547/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.60:43086 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-go_20xsh | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 412.34 MiB | Spilled bytes: 0 B |
| Read bytes: 278.86 MiB | Write bytes: 162.60 kiB |
Worker: PBSCluster-5
| Comm: tcp://10.12.206.56:36183 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/39960/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.56:36523 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-ak_et0qx | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 304.99 MiB | Spilled bytes: 0 B |
| Read bytes: 96.92 MiB | Write bytes: 353.87 kiB |
Worker: PBSCluster-6
| Comm: tcp://10.12.206.55:42418 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/43316/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:35755 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-w069mt42 | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 311.00 MiB | Spilled bytes: 0 B |
| Read bytes: 17.36 kiB | Write bytes: 11.09 kiB |
Worker: PBSCluster-7
| Comm: tcp://10.12.206.42:38064 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/33959/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.42:37237 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-8g92ok8a | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 2.0% | Last seen: Just now |
| Memory usage: 291.62 MiB | Spilled bytes: 0 B |
| Read bytes: 26.54 kiB | Write bytes: 12.64 kiB |
Worker: PBSCluster-8
| Comm: tcp://10.12.206.35:46716 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/38950/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.35:46823 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-t0bj5mka | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 4.0% | Last seen: Just now |
| Memory usage: 396.77 MiB | Spilled bytes: 0 B |
| Read bytes: 25.92 kiB | Write bytes: 13.57 kiB |
Worker: PBSCluster-9
| Comm: tcp://10.12.206.55:36074 | Total threads: 1 |
| Dashboard: https://jupyterhub.hpc.ucar.edu/stable/user/kristenk/proxy/41381/status | Memory: 23.28 GiB |
| Nanny: tcp://10.12.206.55:35112 | |
| Local directory: /glade/scratch/kristenk/dask-workers/dask-worker-space/worker-vzrt3wyj | |
| Tasks executing: 0 | Tasks in memory: 0 |
| Tasks ready: 0 | Tasks in flight: 0 |
| CPU usage: 0.0% | Last seen: Just now |
| Memory usage: 405.31 MiB | Spilled bytes: 0 B |
| Read bytes: 17.14 kiB | Write bytes: 6.26 kiB |
Load the data#
dsets = catalog.to_dataset_dict(
case=casename,
component=component,
stream=stream,
)
dsets.keys()
g.e22.GOMIPECOIAF_JRA-1p4-2018.TL319_g17.4p2z.001branch pop h /glade/scratch/kristenk/archive
dict_keys(['g.e22.GOMIPECOIAF_JRA-1p4-2018.TL319_g17.4p2z.001branch.pop.h'])
Compute long-term mean and plot#
ds = dsets[f'{casename}.{component}.{stream}']
dt_wgt = ds.time_bound.diff('d2').squeeze()
dt_wgt /= dt_wgt.sum()
dt_wgt
<xarray.DataArray 'time_bound' (time: 120)>
dask.array<truediv, shape=(120,), dtype=float64, chunksize=(1,), chunktype=numpy.ndarray>
Coordinates:
* time (time) object 2012-01-16 12:00:00 ... 2021-12-16 12:00:00
Attributes:
long_name: boundaries for time-averaging interval
units: days since 0000-01-01 00:00:00ds[variable_id].weighted(dt_wgt).mean('time').isel(z_t=0).plot()
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