diff --git a/Tutorials/Model_Agnostic_Analysis.ipynb b/Tutorials/Model_Agnostic_Analysis.ipynb index d3a05b75..be67f945 100644 --- a/Tutorials/Model_Agnostic_Analysis.ipynb +++ b/Tutorials/Model_Agnostic_Analysis.ipynb @@ -70,18 +70,16 @@ "metadata": {}, "outputs": [], "source": [ - "%matplotlib inline\n", - "\n", - "import pandas as pd\n", "import intake\n", - "catalog = intake.cat.access_nri\n", - "import matplotlib.pyplot as plt\n", - "import xarray as xr\n", + "\n", "import numpy as np\n", + "import xarray as xr\n", "import cf_xarray as cfxr\n", + "import cf_xarray.units\n", "import pint_xarray\n", "from pint import application_registry as ureg\n", - "import cf_xarray.units\n", + "\n", + "import matplotlib.pyplot as plt\n", "import cmocean as cm\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cft" @@ -97,18 +95,10 @@ "name": "stderr", "output_type": "stream", "text": [ - "/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/client.py:1401: VersionMismatchWarning: Mismatched versions found\n", - "\n", - "+-------------+----------------+-----------------+-----------------+\n", - "| Package | Client | Scheduler | Workers |\n", - "+-------------+----------------+-----------------+-----------------+\n", - "| dask | 2023.8.0 | 2023.10.0 | 2023.10.0 |\n", - "| distributed | 2023.8.0 | 2023.10.0 | 2023.10.0 |\n", - "| pandas | 2.0.3 | 2.1.1 | 2.1.1 |\n", - "| python | 3.9.17.final.0 | 3.10.13.final.0 | 3.10.13.final.0 |\n", - "| tornado | 6.3.2 | 6.3.3 | 6.3.3 |\n", - "+-------------+----------------+-----------------+-----------------+\n", - " warnings.warn(version_module.VersionMismatchWarning(msg[0][\"warning\"]))\n" + "/g/data/hh5/public/apps/miniconda3/envs/analysis3-24.01/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n", + "Perhaps you already have a cluster running?\n", + "Hosting the HTTP server on port 33913 instead\n", + " warnings.warn(\n" ] }, { @@ -118,20 +108,20 @@ "
\n", "
\n", "

Client

\n", - "

Client-ff2271ff-8825-11ee-9081-00000083fe80

\n", + "

Client-16ff82d8-4d69-11ef-ba6b-00000080fe80

\n", " \n", "\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", "\n", " \n", " \n", " \n", " \n", " \n", @@ -140,134 +130,2245 @@ "
Connection method: DirectConnection method: Cluster objectCluster type: distributed.LocalCluster
\n", - " Dashboard: /proxy/8787/status\n", + " Dashboard: /proxy/33913/status\n", "
\n", "\n", " \n", - " \n", " \n", "\n", " \n", "
\n", - "

Scheduler Info

\n", + "

Cluster Info

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

LocalCluster

\n", + "

865be40a

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + " \n", + "
\n", + " Dashboard: /proxy/33913/status\n", + " \n", + " Workers: 48\n", + "
\n", + " Total threads: 48\n", + " \n", + " Total memory: 188.55 GiB\n", + "
Status: runningUsing processes: True
\n", + "\n", + "
\n", + " \n", + "

Scheduler Info

\n", + " \n", + "\n", "
\n", "
\n", "
\n", "
\n", "

Scheduler

\n", - "

Scheduler-0ffa1883-8473-4435-a658-d1048fcc27e4

\n", + "

Scheduler-b954c268-665e-4779-aa11-8ad22323f12f

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
\n", - " Comm: tcp://10.6.77.34:8786\n", + " Comm: tcp://127.0.0.1:38515\n", " \n", - " Workers: 1\n", + " Workers: 48\n", "
\n", - " Dashboard: /proxy/8787/status\n", + " Dashboard: /proxy/33913/status\n", " \n", - " Total threads: 12\n", + " Total threads: 48\n", "
\n", - " Started: 4 hours ago\n", + " Started: Just now\n", " \n", - " Total memory: 46.00 GiB\n", + " Total memory: 188.55 GiB\n", "
\n", "
\n", "
\n", "\n", - "
\n", - " \n", - "

Workers

\n", - " \n", + "
\n", + " \n", + "

Workers

\n", + " \n", + "\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 0

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:43349\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/45633/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:44415\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-e9xzfs_h\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 1

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46871\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/35959/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37767\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-2wtyb8_d\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 2

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:40255\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/39353/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37625\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-j7obqlqs\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 3

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:34273\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/45295/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33493\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-eecovloy\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 4

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:34043\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/37223/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38363\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-0e3qfto9\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 5

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:43465\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42477/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40175\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-pokek01m\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 6

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:44799\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/36593/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35507\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-tau7jhoc\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 7

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:40603\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/43419/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43631\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-_pwypxk5\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 8

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:36147\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/41631/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:42983\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-apf8s0v5\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 9

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:40125\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/36559/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43359\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-qu_eaufk\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 10

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:32961\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/43479/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:39729\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-v6959hr9\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 11

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:36157\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/39071/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37689\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-z6y059gw\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 12

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46633\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/35059/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41039\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-e6jxbigl\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 13

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:44585\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/44405/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41439\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-xwubt9m0\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 14

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:40885\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42745/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:44821\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-wwow5xwd\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 15

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:39431\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/44775/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40289\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-avkafh0w\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 16

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:39093\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/37653/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:46685\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-zv268q3h\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 17

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:45483\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/34995/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38485\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-fiuj05_t\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 18

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:41557\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/35015/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:39709\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-5bkvkvw9\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 19

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:44843\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/38085/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43695\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-qcut6rab\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 20

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:42035\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/39951/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43275\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-oj2jxz8f\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 21

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:42813\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/33329/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41127\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-h0ib1fui\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 22

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:41425\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/35289/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:46467\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-bkmqibg5\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 23

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:45289\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/39669/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35499\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-qu9bh3jn\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 24

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46777\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/45895/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37637\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-77kdvgty\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 25

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:32947\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/35841/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38625\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-jfuecwbq\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 26

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46723\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/34533/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35381\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-0b6hivmm\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 27

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46765\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/41797/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35773\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-2xfce8s1\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 28

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46621\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/33849/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41981\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-phmhlxei\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 29

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:43771\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/38833/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43227\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-x0b_qpve\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 30

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:44515\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42353/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45241\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-zo14cwpu\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 31

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:37959\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/34445/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38099\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-vj24dnz5\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 32

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:46425\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/34635/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45229\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-du2dzsps\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 33

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:35669\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/36145/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41453\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-0mrq5y5s\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 34

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:39329\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/37957/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38401\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-qfinwnvb\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 35

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:45169\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/41569/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:32775\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-vbm0l7i7\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 36

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:39813\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/38487/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:39287\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-fj6t3aqn\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 37

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:33417\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/45355/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:34135\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-_ub_84yr\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 38

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:33491\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/41185/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:34513\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-0i8eks3q\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 39

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:38629\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42029/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40223\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-87pqxbdi\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 40

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:41135\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42223/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33295\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-gryisfke\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 41

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:44539\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/39021/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33697\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-ripmfayi\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 42

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:35421\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/33005/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40525\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-x65wxold\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 43

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:42453\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/42765/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38751\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-p9wqykv9\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 44

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", + "\n", + "
\n", + " Comm: tcp://127.0.0.1:39763\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/40705/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35245\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-xzbz1qgt\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 45

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + " \n", "\n", + "
\n", + " Comm: tcp://127.0.0.1:38791\n", + " \n", + " Total threads: 1\n", + "
\n", + " Dashboard: /proxy/41475/status\n", + " \n", + " Memory: 3.93 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41629\n", + "
\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-eky6gpa0\n", + "
\n", + "
\n", + "
\n", + "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", - "

Worker: tcp://10.6.77.34:46695

\n", + "

Worker: 46

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", + "\n", + "
\n", - " Comm: tcp://10.6.77.34:46695\n", + " Comm: tcp://127.0.0.1:36809\n", " \n", - " Total threads: 12\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/42291/status\n", + " Dashboard: /proxy/37383/status\n", " \n", - " Memory: 46.00 GiB\n", + " Memory: 3.93 GiB\n", "
\n", - " Nanny: tcp://10.6.77.34:36197\n", + " Nanny: tcp://127.0.0.1:40709\n", "
\n", - " Local directory: /scratch/iq82/mp7041/dasktmp/dask-scratch-space/worker-yk50t068\n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-thzb7q5x\n", "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "

Worker: 47

\n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", - " \n", " \n", + "\n", + " \n", + "\n", " \n", "\n", "
\n", - " Tasks executing: \n", - " \n", - " Tasks in memory: \n", - "
\n", - " Tasks ready: \n", + " Comm: tcp://127.0.0.1:43905\n", " \n", - " Tasks in flight: \n", + " Total threads: 1\n", "
\n", - " CPU usage: 2.0%\n", + " Dashboard: /proxy/35377/status\n", " \n", - " Last seen: Just now\n", + " Memory: 3.93 GiB\n", "
\n", - " Memory usage: 3.88 GiB\n", - " \n", - " Spilled bytes: 0 B\n", + " Nanny: tcp://127.0.0.1:38393\n", "
\n", - " Read bytes: 5.45 kiB\n", - " \n", - " Write bytes: 5.63 kiB\n", + " \n", + " Local directory: /jobfs/121939622.gadi-pbs/dask-scratch-space/worker-1dzo8gcq\n", "
\n", @@ -278,6 +2379,10 @@ "\n", "
\n", "
\n", + "\n", + "
\n", + "
\n", + "
\n", "
\n", " \n", "\n", @@ -285,7 +2390,7 @@ "
" ], "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -295,7 +2400,7 @@ ], "source": [ "from dask.distributed import Client\n", - "client = Client(\"tcp://10.6.77.34:8786\")\n", + "client = Client(threads_per_worker=1)\n", "client" ] }, @@ -319,380 +2424,44 @@ }, { "cell_type": "markdown", - "id": "0ab89e5d", + "id": "21848c2f-cb6d-42ab-bd87-8c1a18f6501c", "metadata": {}, "source": [ - "Now load surface temperature data from a 0.25$^\\circ$ global MOM5 model" + "We choose ACCESS-NRI default catalog." ] }, { "cell_type": "code", - "execution_count": 5, - "id": "b9d448cf-de77-42f3-aa15-3280d1c3c4a8", + "execution_count": 4, + "id": "36c0c4df-aa45-48d4-a453-f4e78b738cd8", + "metadata": {}, + "outputs": [], + "source": [ + "catalog = intake.cat.access_nri" + ] + }, + { + "cell_type": "markdown", + "id": "c16c6272-dc11-444c-9fc9-6702b3c008d7", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['ANGLE',\n", - " 'ANGLET',\n", - " 'HTE',\n", - " 'HTN',\n", - " 'NCAT',\n", - " 'TLAT',\n", - " 'TLON',\n", - " 'Tair_m',\n", - " 'Tsfc_m',\n", - " 'ULAT',\n", - " 'ULON',\n", - " 'age_global',\n", - " 'agm',\n", - " 'aice',\n", - " 'aice_m',\n", - " 'aicen_m',\n", - " 'aiso_bih',\n", - " 'albice_m',\n", - " 'albsni_m',\n", - " 'albsno_m',\n", - " 'alidf_ai_m',\n", - " 'alidr_ai_m',\n", - " 'alvdf_ai_m',\n", - " 'alvdr_ai_m',\n", - " 'area_t',\n", - " 'area_u',\n", - " 'aredi',\n", - " 'average_DT',\n", - " 'average_T1',\n", - " 'average_T2',\n", - " 'bih_fric_u',\n", - " 'bih_fric_v',\n", - " 'blkmask',\n", - " 'bmf_u',\n", - " 'bmf_v',\n", - " 'bottom_salt',\n", - " 'bottom_temp',\n", - " 'bottom_temp_max',\n", - " 'buoyfreq2_wt',\n", - " 'bv_freq',\n", - " 'congel',\n", - " 'congel_m',\n", - " 'daidtd',\n", - " 'daidtd_m',\n", - " 'daidtt',\n", - " 'daidtt_m',\n", - " 'dht',\n", - " 'diff_cbt_s',\n", - " 'diff_cbt_t',\n", - " 'divu_m',\n", - " 'drag_coeff',\n", - " 'dvidtd',\n", - " 'dvidtd_m',\n", - " 'dvidtt',\n", - " 'dvidtt_m',\n", - " 'dvirdgdt_m',\n", - " 'dxt',\n", - " 'dxu',\n", - " 'dyt',\n", - " 'dyu',\n", - " 'ekman_we',\n", - " 'eta_adjust',\n", - " 'eta_global',\n", - " 'eta_nonbouss',\n", - " 'eta_t',\n", - " 'evap',\n", - " 'evap_ai_m',\n", - " 'evap_heat',\n", - " 'fcondtop_ai',\n", - " 'fcondtop_ai_m',\n", - " 'fcondtopn_ai_m',\n", - " 'fhocn_ai_m',\n", - " 'flat_ai_m',\n", - " 'flatn_ai_m',\n", - " 'flwdn_m',\n", - " 'flwup_ai_m',\n", - " 'fmeltt_ai_m',\n", - " 'fmelttn_ai_m',\n", - " 'fprec',\n", - " 'fprec_melt_heat',\n", - " 'frazil',\n", - " 'frazil_3d',\n", - " 'frazil_3d_int_z',\n", - " 'frazil_m',\n", - " 'fresh_ai_m',\n", - " 'fresh_m',\n", - " 'frzmlt',\n", - " 'frzmlt_m',\n", - " 'fsalt_ai_m',\n", - " 'fsalt_m',\n", - " 'fsens_ai_m',\n", - " 'fsurf_ai',\n", - " 'fsurf_ai_m',\n", - " 'fsurfn_ai_m',\n", - " 'fswabs_ai_m',\n", - " 'fswdn_m',\n", - " 'fswfac_m',\n", - " 'fswthru_ai_m',\n", - " 'fswup_m',\n", - " 'geolat_c',\n", - " 'geolat_t',\n", - " 'geolon_c',\n", - " 'geolon_t',\n", - " 'gm_eddy_ke_source',\n", - " 'hblt_max',\n", - " 'hi',\n", - " 'hi_m',\n", - " 'horz_bih_diss',\n", - " 'hs',\n", - " 'hs_m',\n", - " 'ht',\n", - " 'hu',\n", - " 'ice_present_m',\n", - " 'ke_tot',\n", - " 'kmt',\n", - " 'kmu',\n", - " 'liceht',\n", - " 'lprec',\n", - " 'lw_heat',\n", - " 'melt',\n", - " 'meltb',\n", - " 'meltb_m',\n", - " 'meltl_m',\n", - " 'melts',\n", - " 'melts_m',\n", - " 'meltt',\n", - " 'meltt_m',\n", - " 'mh_flux',\n", - " 'mld',\n", - " 'mld_max',\n", - " 'mld_min',\n", - " 'mld_sq',\n", - " 'net_sfc_heating',\n", - " 'neutral_diffusion_salt',\n", - " 'neutral_diffusion_temp',\n", - " 'neutral_gm_salt',\n", - " 'neutral_gm_temp',\n", - " 'opening_m',\n", - " 'patm_t',\n", - " 'pbot_adjust',\n", - " 'pbot_t',\n", - " 'pe_tot',\n", - " 'pme_net',\n", - " 'pme_river',\n", - " 'pot_rho_0',\n", - " 'pot_rho_2',\n", - " 'pot_temp',\n", - " 'psiu',\n", - " 'psiv',\n", - " 'rain_ai_m',\n", - " 'rho',\n", - " 'rho_dzt',\n", - " 'rhoave',\n", - " 'runoff',\n", - " 'salt',\n", - " 'salt_advection',\n", - " 'salt_eta_smooth',\n", - " 'salt_global_ave',\n", - " 'salt_int_rhodz',\n", - " 'salt_nonlocal_KPP',\n", - " 'salt_rhodzt',\n", - " 'salt_rivermix',\n", - " 'salt_submeso',\n", - " 'salt_surface_ave',\n", - " 'salt_tendency',\n", - " 'salt_vdiffuse_diff_cbt',\n", - " 'salt_vdiffuse_diff_cbt_conv',\n", - " 'salt_vdiffuse_k33',\n", - " 'salt_vdiffuse_sbc',\n", - " 'sea_level',\n", - " 'sea_level_max',\n", - " 'sea_level_sq',\n", - " 'sens_heat',\n", - " 'sfc_hflux_coupler',\n", - " 'sfc_hflux_from_runoff',\n", - " 'sfc_hflux_from_water_evap',\n", - " 'sfc_hflux_from_water_prec',\n", - " 'sfc_hflux_pme',\n", - " 'sfc_salt_flux_coupler',\n", - " 'sfc_salt_flux_ice',\n", - " 'sfc_salt_flux_restore',\n", - " 'sfc_salt_flux_runoff',\n", - " 'shear_m',\n", - " 'sice_m',\n", - " 'snoice',\n", - " 'snoice_m',\n", - " 'snow_ai_m',\n", - " 'sss',\n", - " 'sss_sq',\n", - " 'sst',\n", - " 'sst_sq',\n", - " 'strairx_m',\n", - " 'strairy_m',\n", - " 'strcorx_m',\n", - " 'strcory_m',\n", - " 'strength_m',\n", - " 'strintx_m',\n", - " 'strinty_m',\n", - " 'strocnx_m',\n", - " 'strocny_m',\n", - " 'strtltx_m',\n", - " 'strtlty_m',\n", - " 'surface_pot_temp_max',\n", - " 'surface_pot_temp_min',\n", - " 'sw_heat',\n", - " 'swflx',\n", - " 'tarea',\n", - " 'tau_x',\n", - " 'tau_y',\n", - " 'temp',\n", - " 'temp_advection',\n", - " 'temp_eta_smooth',\n", - " 'temp_global_ave',\n", - " 'temp_int_rhodz',\n", - " 'temp_nonlocal_KPP',\n", - " 'temp_rhodzt',\n", - " 'temp_rivermix',\n", - " 'temp_submeso',\n", - " 'temp_surface_ave',\n", - " 'temp_tendency',\n", - " 'temp_vdiffuse_diff_cbt',\n", - " 'temp_vdiffuse_diff_cbt_conv',\n", - " 'temp_vdiffuse_k33',\n", - " 'temp_vdiffuse_sbc',\n", - " 'temp_xflux_adv',\n", - " 'temp_xflux_adv_int_z',\n", - " 'temp_xflux_gm_int_z',\n", - " 'temp_xflux_ndiffuse_int_z',\n", - " 'temp_xflux_submeso_int_z',\n", - " 'temp_yflux_adv',\n", - " 'temp_yflux_adv_int_z',\n", - " 'temp_yflux_gm_int_z',\n", - " 'temp_yflux_ndiffuse_int_z',\n", - " 'temp_yflux_submeso_int_z',\n", - " 'time_bounds',\n", - " 'tmask',\n", - " 'total_mass_seawater',\n", - " 'total_net_sfc_heating',\n", - " 'total_ocean_evap',\n", - " 'total_ocean_evap_heat',\n", - " 'total_ocean_fprec',\n", - " 'total_ocean_fprec_melt_heat',\n", - " 'total_ocean_heat',\n", - " 'total_ocean_hflux_coupler',\n", - " 'total_ocean_hflux_evap',\n", - " 'total_ocean_hflux_prec',\n", - " 'total_ocean_lprec',\n", - " 'total_ocean_lw_heat',\n", - " 'total_ocean_melt',\n", - " 'total_ocean_mh_flux',\n", - " 'total_ocean_pme_river',\n", - " 'total_ocean_river',\n", - " 'total_ocean_river_heat',\n", - " 'total_ocean_runoff',\n", - " 'total_ocean_runoff_heat',\n", - " 'total_ocean_salt',\n", - " 'total_ocean_sens_heat',\n", - " 'total_ocean_sfc_salt_flux_coupler',\n", - " 'total_ocean_swflx',\n", - " 'total_ocean_swflx_vis',\n", - " 'total_volume_seawater',\n", - " 'trsig_m',\n", - " 'tx_trans',\n", - " 'tx_trans_gm',\n", - " 'tx_trans_int_z',\n", - " 'tx_trans_nrho_submeso',\n", - " 'tx_trans_rho',\n", - " 'tx_trans_rho_gm',\n", - " 'tx_trans_submeso',\n", - " 'ty_trans',\n", - " 'ty_trans_gm',\n", - " 'ty_trans_int_z',\n", - " 'ty_trans_nrho_submeso',\n", - " 'ty_trans_rho',\n", - " 'ty_trans_rho_gm',\n", - " 'ty_trans_submeso',\n", - " 'tz_trans',\n", - " 'u',\n", - " 'u_dot_grad_vert_pv',\n", - " 'uarea',\n", - " 'uatm_m',\n", - " 'usq',\n", - " 'usurf',\n", - " 'uvel',\n", - " 'uvel_m',\n", - " 'v',\n", - " 'vatm_m',\n", - " 'vert_pv',\n", - " 'vicen_m',\n", - " 'vsq',\n", - " 'vsurf',\n", - " 'vvel',\n", - " 'vvel_m',\n", - " 'wfiform',\n", - " 'wfimelt',\n", - " 'wt']" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "sorted(set().union(*cat_subset.df['variable']))" + "And then select one experiment from that catalog and load surface temperature data from a 0.25$^\\circ$ global MOM5 model." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "44448a2d", "metadata": {}, - "outputs": [ - { - "ename": "ESMDataSourceError", - "evalue": "Failed to load dataset with key='ocean_month.1mon'\n You can use `cat['ocean_month.1mon'].df` to inspect the assets/files for this key.\n ", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKilledWorker\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/source.py:244\u001b[0m, in \u001b[0;36mESMDataSource._open_dataset\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 223\u001b[0m datasets \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 224\u001b[0m _open_dataset(\n\u001b[1;32m 225\u001b[0m record[\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpath_column_name],\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 241\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m _, record \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdf\u001b[38;5;241m.\u001b[39miterrows()\n\u001b[1;32m 242\u001b[0m ]\n\u001b[0;32m--> 244\u001b[0m datasets \u001b[38;5;241m=\u001b[39m \u001b[43mdask\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mdatasets\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 245\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(datasets) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/dask/base.py:666\u001b[0m, in \u001b[0;36mcompute\u001b[0;34m(traverse, optimize_graph, scheduler, get, *args, **kwargs)\u001b[0m\n\u001b[1;32m 664\u001b[0m postcomputes\u001b[38;5;241m.\u001b[39mappend(x\u001b[38;5;241m.\u001b[39m__dask_postcompute__())\n\u001b[0;32m--> 666\u001b[0m results \u001b[38;5;241m=\u001b[39m \u001b[43mschedule\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdsk\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkeys\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 667\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m repack([f(r, \u001b[38;5;241m*\u001b[39ma) \u001b[38;5;28;01mfor\u001b[39;00m r, (f, a) \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(results, postcomputes)])\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/client.py:3279\u001b[0m, in \u001b[0;36mClient.get\u001b[0;34m(self, dsk, keys, workers, allow_other_workers, resources, sync, asynchronous, direct, retries, priority, fifo_timeout, actors, **kwargs)\u001b[0m\n\u001b[1;32m 3278\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3279\u001b[0m results \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgather\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpacked\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43masynchronous\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43masynchronous\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdirect\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3280\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/client.py:2404\u001b[0m, in \u001b[0;36mClient.gather\u001b[0;34m(self, futures, errors, direct, asynchronous)\u001b[0m\n\u001b[1;32m 2403\u001b[0m local_worker \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m-> 2404\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msync\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2405\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_gather\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2406\u001b[0m \u001b[43m \u001b[49m\u001b[43mfutures\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2407\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2408\u001b[0m \u001b[43m \u001b[49m\u001b[43mdirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdirect\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2409\u001b[0m \u001b[43m \u001b[49m\u001b[43mlocal_worker\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlocal_worker\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2410\u001b[0m \u001b[43m \u001b[49m\u001b[43masynchronous\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43masynchronous\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2411\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/utils.py:359\u001b[0m, in \u001b[0;36mSyncMethodMixin.sync\u001b[0;34m(self, func, asynchronous, callback_timeout, *args, **kwargs)\u001b[0m\n\u001b[1;32m 358\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 359\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msync\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 360\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloop\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcallback_timeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcallback_timeout\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[1;32m 361\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/utils.py:426\u001b[0m, in \u001b[0;36msync\u001b[0;34m(loop, func, callback_timeout, *args, **kwargs)\u001b[0m\n\u001b[1;32m 425\u001b[0m typ, exc, tb \u001b[38;5;241m=\u001b[39m error\n\u001b[0;32m--> 426\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\u001b[38;5;241m.\u001b[39mwith_traceback(tb)\n\u001b[1;32m 427\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/utils.py:399\u001b[0m, in \u001b[0;36msync..f\u001b[0;34m()\u001b[0m\n\u001b[1;32m 398\u001b[0m future \u001b[38;5;241m=\u001b[39m asyncio\u001b[38;5;241m.\u001b[39mensure_future(future)\n\u001b[0;32m--> 399\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01myield\u001b[39;00m future\n\u001b[1;32m 400\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/tornado/gen.py:767\u001b[0m, in \u001b[0;36mRunner.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 766\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 767\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[43mfuture\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresult\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 768\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 769\u001b[0m \u001b[38;5;66;03m# Save the exception for later. It's important that\u001b[39;00m\n\u001b[1;32m 770\u001b[0m \u001b[38;5;66;03m# gen.throw() not be called inside this try/except block\u001b[39;00m\n\u001b[1;32m 771\u001b[0m \u001b[38;5;66;03m# because that makes sys.exc_info behave unexpectedly.\u001b[39;00m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/distributed/client.py:2267\u001b[0m, in \u001b[0;36mClient._gather\u001b[0;34m(self, futures, errors, direct, local_worker)\u001b[0m\n\u001b[1;32m 2266\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 2267\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exception\u001b[38;5;241m.\u001b[39mwith_traceback(traceback)\n\u001b[1;32m 2268\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n", - "\u001b[0;31mKilledWorker\u001b[0m: Attempted to run task _open_dataset-058b4c2d-5adf-428a-8c0d-7a68e20f03c8 on 3 different workers, but all those workers died while running it. The last worker that attempt to run the task was tcp://10.6.77.34:36183. Inspecting worker logs is often a good next step to diagnose what went wrong. For more information see https://distributed.dask.org/en/stable/killed.html.", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mESMDataSourceError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[6], line 5\u001b[0m\n\u001b[1;32m 3\u001b[0m cat_subset \u001b[38;5;241m=\u001b[39m catalog[experiment]\n\u001b[1;32m 4\u001b[0m var_search \u001b[38;5;241m=\u001b[39m cat_subset\u001b[38;5;241m.\u001b[39msearch(variable\u001b[38;5;241m=\u001b[39mvariable, frequency\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1mon\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 5\u001b[0m darray \u001b[38;5;241m=\u001b[39m \u001b[43mvar_search\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_dask\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 6\u001b[0m darray \u001b[38;5;241m=\u001b[39m darray[variable]\n\u001b[1;32m 7\u001b[0m SST \u001b[38;5;241m=\u001b[39m darray\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/core.py:805\u001b[0m, in \u001b[0;36mesm_datastore.to_dask\u001b[0;34m(self, **kwargs)\u001b[0m\n\u001b[1;32m 801\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m1\u001b[39m: \u001b[38;5;66;03m# quick check to fail more quickly if there are many results\u001b[39;00m\n\u001b[1;32m 802\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 803\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mExpected exactly one dataset. Received \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m datasets. Please refine your search or use `.to_dataset_dict()`.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 804\u001b[0m )\n\u001b[0;32m--> 805\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_dataset_dict\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m{\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mprogressbar\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 806\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(res) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m1\u001b[39m: \u001b[38;5;66;03m# extra check in case kwargs did modify something\u001b[39;00m\n\u001b[1;32m 807\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 808\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mExpected exactly one dataset. Received \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m datasets. Please refine your search or use `.to_dataset_dict()`.\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 809\u001b[0m )\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/pydantic/deprecated/decorator.py:55\u001b[0m, in \u001b[0;36mvalidate_arguments..validate..wrapper_function\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 53\u001b[0m \u001b[38;5;129m@wraps\u001b[39m(_func)\n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper_function\u001b[39m(\u001b[38;5;241m*\u001b[39margs: Any, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[0;32m---> 55\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mvd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcall\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/pydantic/deprecated/decorator.py:150\u001b[0m, in \u001b[0;36mValidatedFunction.call\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 148\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcall\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs: Any, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[1;32m 149\u001b[0m m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39minit_model_instance(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m--> 150\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mexecute\u001b[49m\u001b[43m(\u001b[49m\u001b[43mm\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/pydantic/deprecated/decorator.py:222\u001b[0m, in \u001b[0;36mValidatedFunction.execute\u001b[0;34m(self, m)\u001b[0m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mraw_function(\u001b[38;5;241m*\u001b[39margs_, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mvar_kwargs)\n\u001b[1;32m 221\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 222\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraw_function\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43md\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mvar_kwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/core.py:686\u001b[0m, in \u001b[0;36mesm_datastore.to_dataset_dict\u001b[0;34m(self, xarray_open_kwargs, xarray_combine_by_coords_kwargs, preprocess, storage_options, progressbar, aggregate, skip_on_error, **kwargs)\u001b[0m\n\u001b[1;32m 684\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[1;32m 685\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m skip_on_error:\n\u001b[0;32m--> 686\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n\u001b[1;32m 687\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdatasets \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_create_derived_variables(datasets, skip_on_error)\n\u001b[1;32m 688\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdatasets\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/core.py:682\u001b[0m, in \u001b[0;36mesm_datastore.to_dataset_dict\u001b[0;34m(self, xarray_open_kwargs, xarray_combine_by_coords_kwargs, preprocess, storage_options, progressbar, aggregate, skip_on_error, **kwargs)\u001b[0m\n\u001b[1;32m 680\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m task \u001b[38;5;129;01min\u001b[39;00m gen:\n\u001b[1;32m 681\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 682\u001b[0m key, ds \u001b[38;5;241m=\u001b[39m \u001b[43mtask\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresult\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 683\u001b[0m datasets[key] \u001b[38;5;241m=\u001b[39m ds\n\u001b[1;32m 684\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/concurrent/futures/_base.py:439\u001b[0m, in \u001b[0;36mFuture.result\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 437\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m CancelledError()\n\u001b[1;32m 438\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;241m==\u001b[39m FINISHED:\n\u001b[0;32m--> 439\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m__get_result\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 441\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_condition\u001b[38;5;241m.\u001b[39mwait(timeout)\n\u001b[1;32m 443\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;129;01min\u001b[39;00m [CANCELLED, CANCELLED_AND_NOTIFIED]:\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/concurrent/futures/_base.py:391\u001b[0m, in \u001b[0;36mFuture.__get_result\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 389\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception:\n\u001b[1;32m 390\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 391\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception\n\u001b[1;32m 392\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m 393\u001b[0m \u001b[38;5;66;03m# Break a reference cycle with the exception in self._exception\u001b[39;00m\n\u001b[1;32m 394\u001b[0m \u001b[38;5;28mself\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/concurrent/futures/thread.py:58\u001b[0m, in \u001b[0;36m_WorkItem.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 58\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 59\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[1;32m 60\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfuture\u001b[38;5;241m.\u001b[39mset_exception(exc)\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/core.py:824\u001b[0m, in \u001b[0;36m_load_source\u001b[0;34m(key, source)\u001b[0m\n\u001b[1;32m 823\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_load_source\u001b[39m(key, source):\n\u001b[0;32m--> 824\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m key, \u001b[43msource\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_dask\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/source.py:272\u001b[0m, in \u001b[0;36mESMDataSource.to_dask\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 270\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mto_dask\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m 271\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Return xarray object (which will have chunks)\"\"\"\u001b[39;00m\n\u001b[0;32m--> 272\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_load_metadata\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 273\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_ds\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake/source/base.py:283\u001b[0m, in \u001b[0;36mDataSourceBase._load_metadata\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 281\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"load metadata only if needed\"\"\"\u001b[39;00m\n\u001b[1;32m 282\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_schema \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 283\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_schema \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_schema\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 284\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_schema\u001b[38;5;241m.\u001b[39mdtype\n\u001b[1;32m 285\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mshape \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_schema\u001b[38;5;241m.\u001b[39mshape\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/source.py:208\u001b[0m, in \u001b[0;36mESMDataSource._get_schema\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 206\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_get_schema\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Schema:\n\u001b[1;32m 207\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_ds \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 208\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_open_dataset\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 209\u001b[0m metadata \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdims\u001b[39m\u001b[38;5;124m'\u001b[39m: {}, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdata_vars\u001b[39m\u001b[38;5;124m'\u001b[39m: {}, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcoords\u001b[39m\u001b[38;5;124m'\u001b[39m: ()}\n\u001b[1;32m 210\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_schema \u001b[38;5;241m=\u001b[39m Schema(\n\u001b[1;32m 211\u001b[0m datashape\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 212\u001b[0m dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 215\u001b[0m extra_metadata\u001b[38;5;241m=\u001b[39mmetadata,\n\u001b[1;32m 216\u001b[0m )\n", - "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-23.04/lib/python3.9/site-packages/intake_esm/source.py:264\u001b[0m, in \u001b[0;36mESMDataSource._open_dataset\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_ds\u001b[38;5;241m.\u001b[39mattrs[OPTIONS[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdataset_key\u001b[39m\u001b[38;5;124m'\u001b[39m]] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkey\n\u001b[1;32m 263\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[0;32m--> 264\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ESMDataSourceError(\n\u001b[1;32m 265\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\"\"\u001b[39m\u001b[38;5;124mFailed to load dataset with key=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 266\u001b[0m \u001b[38;5;124m You can use `cat[\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m].df` to inspect the assets/files for this key.\u001b[39m\n\u001b[1;32m 267\u001b[0m \u001b[38;5;124m \u001b[39m\u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m 268\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mexc\u001b[39;00m\n", - "\u001b[0;31mESMDataSourceError\u001b[0m: Failed to load dataset with key='ocean_month.1mon'\n You can use `cat['ocean_month.1mon'].df` to inspect the assets/files for this key.\n " - ] - } - ], + "outputs": [], "source": [ "experiment = '025deg_jra55_iaf_omip2_cycle6'\n", - "variable = 'sst'\n", "cat_subset = catalog[experiment]\n", + "\n", + "variable = 'sst'\n", "var_search = cat_subset.search(variable=variable, frequency='1mon')\n", - "darray = var_search.to_dask()\n", - "darray = darray[variable]\n", - "SST = darray" + "ds = var_search.to_dask()\n", + "SST = ds[variable]" ] }, { @@ -705,10 +2474,572 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "9265b6b4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'sst' (time: 732, yt_ocean: 1080, xt_ocean: 1440)> Size: 5GB\n",
+       "dask.array<concatenate, shape=(732, 1080, 1440), dtype=float32, chunksize=(1, 216, 240), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * xt_ocean  (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n",
+       "  * yt_ocean  (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n",
+       "  * time      (time) datetime64[ns] 6kB 1958-01-14T12:00:00 ... 2018-12-14T12...\n",
+       "Attributes:\n",
+       "    long_name:      Potential temperature\n",
+       "    units:          K\n",
+       "    valid_range:    [-10. 500.]\n",
+       "    cell_methods:   time: mean\n",
+       "    time_avg_info:  average_T1,average_T2,average_DT\n",
+       "    standard_name:  sea_surface_temperature
" + ], + "text/plain": [ + " Size: 5GB\n", + "dask.array\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n", + " * yt_ocean (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n", + " * time (time) datetime64[ns] 6kB 1958-01-14T12:00:00 ... 2018-12-14T12...\n", + "Attributes:\n", + " long_name: Potential temperature\n", + " units: K\n", + " valid_range: [-10. 500.]\n", + " cell_methods: time: mean\n", + " time_avg_info: average_T1,average_T2,average_DT\n", + " standard_name: sea_surface_temperature" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SST" ] @@ -734,10 +3065,488 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "1f4a5fd1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'sst' (yt_ocean: 1080, xt_ocean: 1440)> Size: 6MB\n",
+       "dask.array<sub, shape=(1080, 1440), dtype=float32, chunksize=(216, 240), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * xt_ocean  (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n",
+       "  * yt_ocean  (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n",
+       "Attributes:\n",
+       "    long_name:      Potential temperature\n",
+       "    units:          K\n",
+       "    valid_range:    [-10. 500.]\n",
+       "    cell_methods:   time: mean\n",
+       "    time_avg_info:  average_T1,average_T2,average_DT\n",
+       "    standard_name:  sea_surface_temperature
" + ], + "text/plain": [ + " Size: 6MB\n", + "dask.array\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n", + " * yt_ocean (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n", + "Attributes:\n", + " long_name: Potential temperature\n", + " units: K\n", + " valid_range: [-10. 500.]\n", + " cell_methods: time: mean\n", + " time_avg_info: average_T1,average_T2,average_DT\n", + " standard_name: sea_surface_temperature" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SST_time_mean = SST.mean('time') - 273.15\n", "SST_time_mean" @@ -753,10 +3562,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "896eff05", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(12, 6))\n", "ax = plt.axes(projection=ccrs.Robinson())\n", @@ -804,7 +3624,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "d9dd1a49", "metadata": {}, "outputs": [], @@ -822,7 +3642,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "851ee9a9", "metadata": {}, "outputs": [], @@ -832,10 +3652,570 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "89de7a9e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'sst' (time: 732, yt_ocean: 1080, xt_ocean: 1440)> Size: 5GB\n",
+       "<Quantity(dask.array<truediv, shape=(732, 1080, 1440), dtype=float32, chunksize=(1, 216, 240), chunktype=numpy.ndarray>, 'degree_Celsius')>\n",
+       "Coordinates:\n",
+       "  * xt_ocean  (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n",
+       "  * yt_ocean  (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n",
+       "  * time      (time) datetime64[ns] 6kB 1958-01-14T12:00:00 ... 2018-12-14T12...\n",
+       "Attributes:\n",
+       "    long_name:      Potential temperature\n",
+       "    valid_range:    [-10. 500.]\n",
+       "    cell_methods:   time: mean\n",
+       "    time_avg_info:  average_T1,average_T2,average_DT\n",
+       "    standard_name:  sea_surface_temperature
" + ], + "text/plain": [ + " Size: 5GB\n", + ", 'degree_Celsius')>\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n", + " * yt_ocean (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n", + " * time (time) datetime64[ns] 6kB 1958-01-14T12:00:00 ... 2018-12-14T12...\n", + "Attributes:\n", + " long_name: Potential temperature\n", + " valid_range: [-10. 500.]\n", + " cell_methods: time: mean\n", + " time_avg_info: average_T1,average_T2,average_DT\n", + " standard_name: sea_surface_temperature" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SST" ] @@ -852,10 +4232,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "4433be12", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Coordinates:\n", + " CF Axes: * X: ['xt_ocean']\n", + " * Y: ['yt_ocean']\n", + " * T: ['time']\n", + " Z: n/a\n", + "\n", + " CF Coordinates: * longitude: ['xt_ocean']\n", + " * latitude: ['yt_ocean']\n", + " * time: ['time']\n", + " vertical: n/a\n", + "\n", + " Cell Measures: area, volume: n/a\n", + "\n", + " Standard Names: n/a\n", + "\n", + " Bounds: n/a\n", + "\n", + " Grid Mappings: n/a" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SST.cf" ] @@ -874,10 +4282,486 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "76d493d4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'sst' (yt_ocean: 1080, xt_ocean: 1440)> Size: 6MB\n",
+       "<Quantity(dask.array<mean_agg-aggregate, shape=(1080, 1440), dtype=float32, chunksize=(216, 240), chunktype=numpy.ndarray>, 'degree_Celsius')>\n",
+       "Coordinates:\n",
+       "  * xt_ocean  (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n",
+       "  * yt_ocean  (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n",
+       "Attributes:\n",
+       "    long_name:      Potential temperature\n",
+       "    valid_range:    [-10. 500.]\n",
+       "    cell_methods:   time: mean\n",
+       "    time_avg_info:  average_T1,average_T2,average_DT\n",
+       "    standard_name:  sea_surface_temperature
" + ], + "text/plain": [ + " Size: 6MB\n", + ", 'degree_Celsius')>\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 12kB -279.9 -279.6 -279.4 ... 79.38 79.62 79.88\n", + " * yt_ocean (yt_ocean) float64 9kB -81.08 -80.97 -80.87 ... 89.74 89.84 89.95\n", + "Attributes:\n", + " long_name: Potential temperature\n", + " valid_range: [-10. 500.]\n", + " cell_methods: time: mean\n", + " time_avg_info: average_T1,average_T2,average_DT\n", + " standard_name: sea_surface_temperature" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "SST_time_mean = SST.cf.mean('time')\n", "SST_time_mean" @@ -908,10 +4792,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "1b7f3714", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(12, 6))\n", "ax = plt.axes(projection=ccrs.Robinson())\n", @@ -943,7 +4838,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "39b1d1fc", "metadata": {}, "outputs": [], @@ -978,10 +4873,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "ffb12eb4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot_global_temp_in_degrees_celcius(SST)" ] @@ -996,18 +4902,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "4251ede7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "KeyError", + "evalue": "\"key='OM4_025.JRA_RYF' not found in catalog. You can access the list of valid source keys via the .keys() method.\"", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-24.01/lib/python3.10/site-packages/intake_dataframe_catalog/core.py:155\u001b[0m, in \u001b[0;36mDfFileCatalog.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 154\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 155\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_entries\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m\n\u001b[1;32m 156\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[0;31mKeyError\u001b[0m: 'OM4_025.JRA_RYF'", + "\nThe above exception was the direct cause of the following exception:\n", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[17], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m experiment \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mOM4_025.JRA_RYF\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 2\u001b[0m variable \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtos\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 3\u001b[0m cat_subset \u001b[38;5;241m=\u001b[39m \u001b[43mcatalog\u001b[49m\u001b[43m[\u001b[49m\u001b[43mexperiment\u001b[49m\u001b[43m]\u001b[49m\n\u001b[1;32m 4\u001b[0m var_search \u001b[38;5;241m=\u001b[39m cat_subset\u001b[38;5;241m.\u001b[39msearch(variable\u001b[38;5;241m=\u001b[39mvariable, frequency\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1 monthly\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m darray \u001b[38;5;241m=\u001b[39m var_search\u001b[38;5;241m.\u001b[39mto_dask()\n", + "File \u001b[0;32m/g/data/hh5/public/apps/miniconda3/envs/analysis3-24.01/lib/python3.10/site-packages/intake_dataframe_catalog/core.py:171\u001b[0m, in \u001b[0;36mDfFileCatalog.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 167\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_entries[key] \u001b[38;5;241m=\u001b[39m LocalCatalogEntry(\n\u001b[1;32m 168\u001b[0m name\u001b[38;5;241m=\u001b[39mkey, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39myaml\u001b[38;5;241m.\u001b[39msafe_load(yaml_text)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msources\u001b[39m\u001b[38;5;124m\"\u001b[39m][key]\n\u001b[1;32m 169\u001b[0m )\u001b[38;5;241m.\u001b[39mget()\n\u001b[1;32m 170\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_entries[key]\n\u001b[0;32m--> 171\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\n\u001b[1;32m 172\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mkey=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m not found in catalog. You can access the list of valid source keys via the .keys() method.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 173\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01me\u001b[39;00m\n", + "\u001b[0;31mKeyError\u001b[0m: \"key='OM4_025.JRA_RYF' not found in catalog. You can access the list of valid source keys via the .keys() method.\"" + ] + } + ], "source": [ "experiment = 'OM4_025.JRA_RYF'\n", "variable = 'tos'\n", "cat_subset = catalog[experiment]\n", "var_search = cat_subset.search(variable=variable, frequency='1 monthly')\n", - "darray = var_search.to_dask()\n", - "darray = darray[variable]\n", - "SST_mom6 = darray" + "ds = var_search.to_dask()\n", + "SST_mom6 = ds[variable]" ] }, { @@ -1085,9 +5007,8 @@ "variable = 'Tair_m'\n", "cat_subset = catalog[experiment]\n", "var_search = cat_subset.search(variable=variable, frequency='1 monthly')\n", - "darray = var_search.to_dask()\n", - "darray = darray[variable]\n", - "ice_air_temp = darray" + "ds = var_search.to_dask()\n", + "ice_air_temp = ds[variable]" ] }, { @@ -1220,7 +5141,8 @@ "ice_grid = xr.open_dataset('/g/data/ik11/inputs/access-om2/input_eee21b65/cice_025deg/grid.nc').rename({'ny': 'nj', 'nx': 'ni'})\n", "ice_grid = ice_grid.pint.quantify()\n", "\n", - "ice_air_temp = ice_air_temp.assign_coords({'TLON': ice_grid.tlon.pint.to('degrees_E'), 'TLAT': ice_grid.tlat.pint.to('degrees_N')})\n", + "ice_air_temp = ice_air_temp.assign_coords({'TLON': ice_grid.tlon.pint.to('degrees_E'),\n", + " 'TLAT': ice_grid.tlat.pint.to('degrees_N')})\n", "ice_air_temp" ] }, @@ -1334,7 +5256,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.10.13" }, "widgets": { "application/vnd.jupyter.widget-state+json": {