From eb72f094ffce32ba22d1ab57b8e41dcc86a5f275 Mon Sep 17 00:00:00 2001 From: Alba Vilanova Cortezon Date: Tue, 31 May 2022 16:40:44 +0200 Subject: [PATCH 1/3] #11 Create Nes from point data (NetCDF) --- .../NES_create_netcdf_test.ipynb | 1318 ++++++++++++++++- Jupyter_notebooks/NES_time_bnds_test.ipynb | 64 +- Jupyter_notebooks/nc_points_grid.nc | Bin 0 -> 148562 bytes Jupyter_notebooks/points_grid.nc | Bin 0 -> 10338 bytes Jupyter_notebooks/regular_grid.nc | Bin 0 -> 10434 bytes Jupyter_notebooks/rotated_grid.nc | Bin 0 -> 17606 bytes log_jupyter-notebook-695011.err | 87 ++ log_jupyter-notebook-695011.out | 8 + nes/create_nes.py | 12 +- nes/nc_projections/latlon_nes.py | 15 +- nes/nc_projections/points_nes.py | 90 ++ nes/nc_projections/rotated_nes.py | 15 +- 12 files changed, 1543 insertions(+), 66 deletions(-) create mode 100644 Jupyter_notebooks/nc_points_grid.nc create mode 100644 Jupyter_notebooks/points_grid.nc create mode 100644 Jupyter_notebooks/regular_grid.nc create mode 100644 Jupyter_notebooks/rotated_grid.nc create mode 100644 log_jupyter-notebook-695011.err create mode 100644 log_jupyter-notebook-695011.out create mode 100644 nes/nc_projections/points_nes.py diff --git a/Jupyter_notebooks/NES_create_netcdf_test.ipynb b/Jupyter_notebooks/NES_create_netcdf_test.ipynb index 188e4b2..e19764c 100644 --- a/Jupyter_notebooks/NES_create_netcdf_test.ipynb +++ b/Jupyter_notebooks/NES_create_netcdf_test.ipynb @@ -7,7 +7,15 @@ "outputs": [], "source": [ "from nes import *\n", - "import xarray as xr" + "import xarray as xr\n", + "from netCDF4 import Dataset" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create regular grid" ] }, { @@ -415,7 +423,7 @@ "Data variables:\n", " crs |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7" + " Conventions: CF-1.7" ], "text/plain": [ "\n", @@ -440,6 +448,13 @@ "xr.open_dataset('regular_grid.nc')" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create rotated grid" + ] + }, { "cell_type": "code", "execution_count": 5, @@ -854,7 +869,7 @@ " lon (rlat, rlon) float64 -35.0 -34.8 -34.6 ... -33.6 -33.4 -33.2\n", " rotated_pole |S1 b''\n", "Attributes:\n", - " Conventions: CF-1.7
  • Conventions :
    CF-1.7
    • " ], "text/plain": [ "\n", @@ -898,6 +913,1299 @@ "source": [ "xr.open_dataset('rotated_grid.nc')" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create grid from random points" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "lat = [0, 10, 23, 50]\n", + "lon = [25, -30, 41, 12]\n", + "points_grid = create_nes(comm=None, info=False, projection=None, create_nes=True,\n", + " lat=lat, lon=lon)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Rank 000: Creating points_grid.nc\n", + "Rank 000: NetCDF ready to write\n", + "Rank 000: Dimensions done\n" + ] + } + ], + "source": [ + "points_grid.to_netcdf('points_grid.nc', info=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "    *empty*\n",
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    " + ], + "text/plain": [ + "\n", + "Dimensions: (time: 1, lev: 1, lat: 4, lon: 4)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1996-12-31\n", + " * lev (lev) float64 0.0\n", + " * lat (lat) float64 0.0 10.0 23.0 50.0\n", + " * lon (lon) float64 25.0 -30.0 41.0 12.0\n", + "Data variables:\n", + " *empty*\n", + "Attributes:\n", + " Conventions: CF-1.7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('points_grid.nc')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Create grid from NetCDF file" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "Dimensions:                       (station: 8643, time: 744)\n",
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+       "  * time                          (time) datetime64[ns] 2021-07-01 ... 2021-0...\n",
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+       "    station_rural_back            (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n",
+       "    station_ozone_classification  (station) |S75 b'nan' b'nan' ... b'nan' b'nan'\n",
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    " + ], + "text/plain": [ + "\n", + "Dimensions: (station: 8643, time: 744)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2021-07-01 ... 2021-0...\n", + "Dimensions without coordinates: station\n", + "Data variables: (12/20)\n", + " station_code (station) |S75 ...\n", + " station_start_date (station) |S75 ...\n", + " station_zone (station) |S75 ...\n", + " lat (station) float32 ...\n", + " street_type (station) |S75 ...\n", + " country_code (station) |S75 ...\n", + " ... ...\n", + " lon (station) float32 ...\n", + " station_end_date (station) |S75 ...\n", + " station_local_code (station) |S75 ...\n", + " station_rural_back (station) |S75 ...\n", + " station_ozone_classification (station) |S75 ...\n", + " pm10 (time, station) float32 ..." + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nc_path = '/esarchive/obs/eea/eionet/hourly/pm10/pm10_202107.nc'\n", + "xr.open_dataset(nc_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "nc = Dataset(nc_path, mode='r', clobber=False)\n", + "lat = nc.variables['lat'][:]\n", + "lon = nc.variables['lon'][:]\n", + "nc_points_grid = create_nes(comm=None, info=False, projection=None, create_nes=True,\n", + " lat=lat, lon=lon)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Rank 000: Creating nc_points_grid.nc\n", + "Rank 000: NetCDF ready to write\n", + "Rank 000: Dimensions done\n" + ] + } + ], + "source": [ + "nc_points_grid.to_netcdf('nc_points_grid.nc', info=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    " + ], + "text/plain": [ + "\n", + "Dimensions: (time: 1, lev: 1, lat: 8643, lon: 8643)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1996-12-31\n", + " * lev (lev) float64 0.0\n", + " * lat (lat) float64 42.51 42.52 42.53 41.33 ... 36.96 40.95 28.09 28.48\n", + " * lon (lon) float64 1.539 1.565 1.717 19.82 ... -0.2908 -17.12 -16.26\n", + "Data variables:\n", + " *empty*\n", + "Attributes:\n", + " Conventions: CF-1.7" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('nc_points_grid.nc')" + ] } ], "metadata": { diff --git a/Jupyter_notebooks/NES_time_bnds_test.ipynb b/Jupyter_notebooks/NES_time_bnds_test.ipynb index caf5608..1751bf6 100644 --- a/Jupyter_notebooks/NES_time_bnds_test.ipynb +++ b/Jupyter_notebooks/NES_time_bnds_test.ipynb @@ -13,29 +13,10 @@ ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'\\ntest = \"/gpfs/scratch/bsc32/bsc32538/mr_multiplyby/OUT/stats_bnds/monarch/a45g/regional/daily_max/O3_all/O3_all-000_2021080300.nc\"\\nnessy = open_netcdf(path=test, info=True)\\nnessy.keep_vars([\\'O3_all\\'])\\nnessy.load()\\nnessy.to_netcdf(\\'nc_serial_test2_alba.nc\\', info=True)\\n'" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "\"\"\"\n", - "test = \"/gpfs/scratch/bsc32/bsc32538/mr_multiplyby/OUT/stats_bnds/monarch/a45g/regional/daily_max/O3_all/O3_all-000_2021080300.nc\"\n", - "nessy = open_netcdf(path=test, info=True)\n", - "nessy.keep_vars(['O3_all'])\n", - "nessy.load()\n", - "nessy.to_netcdf('nc_serial_test2_alba.nc', info=True)\n", - "\"\"\"" + "# Set time bounds" ] }, { @@ -44,8 +25,8 @@ "metadata": {}, "outputs": [], "source": [ - "test = \"/gpfs/scratch/bsc32/bsc32538/mr_multiplyby/OUT/stats_bnds/monarch/a45g/regional/daily_max/O3_all/O3_all-000_2021080300.nc\"\n", - "nessy = open_netcdf(path=test, info=True)" + "test_path = \"/gpfs/scratch/bsc32/bsc32538/mr_multiplyby/OUT/stats_bnds/monarch/a45g/regional/daily_max/O3_all/O3_all-000_2021080300.nc\"\n", + "nessy = open_netcdf(path=test_path, info=True)" ] }, { @@ -72,25 +53,6 @@ "nessy.time_bnds" ] }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/esarchive/scratch/avilanova/software/NES/nes/nc_projections/default_nes.py:1136: UserWarning: WARNING!!! Variable O3_all was not loaded. It will not be written.\n", - " warnings.warn(msg)\n" - ] - } - ], - "source": [ - "# nessy.load()\n", - "nessy.to_netcdf('nc_serial_test3_alba.nc')" - ] - }, { "cell_type": "code", "execution_count": 6, @@ -115,7 +77,14 @@ "metadata": {}, "outputs": [], "source": [ - "nessy.to_netcdf('nc_serial_test3_alba.nc')" + "nessy.to_netcdf('nc_serial_test.nc')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Explore variables" ] }, { @@ -678,15 +647,8 @@ } ], "source": [ - "xr.open_dataset('nc_serial_test3_alba.nc')" + "xr.open_dataset('nc_serial_test.nc')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Jupyter_notebooks/nc_points_grid.nc b/Jupyter_notebooks/nc_points_grid.nc new file mode 100644 index 0000000000000000000000000000000000000000..3e1c612662ada760f05dce810ea005ab8f70ab29 GIT binary patch literal 148562 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2022-05-31 16:10:50.358 LabApp] JupyterLab extension loaded from /gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/jupyterlab +[I 2022-05-31 16:10:50.359 LabApp] JupyterLab application directory is /.statelite/tmpfs/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/share/jupyter/lab +[I 2022-05-31 16:10:50.364 ServerApp] jupyterlab | extension was successfully loaded. +[I 2022-05-31 16:10:50.364 ServerApp] Serving notebooks from local directory: /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES +[I 2022-05-31 16:10:50.364 ServerApp] Jupyter Server 1.4.1 is running at: +[I 2022-05-31 16:10:50.364 ServerApp] http://s03r2b63:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 +[I 2022-05-31 16:10:50.364 ServerApp] or http://127.0.0.1:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 +[I 2022-05-31 16:10:50.364 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation). +[C 2022-05-31 16:10:50.376 ServerApp] + + To access the server, open this file in a browser: + file:///.statelite/tmpfs/gpfs/home/bsc32/bsc32781/.local/share/jupyter/runtime/jpserver-3475101-open.html + Or copy and paste one of these URLs: + http://s03r2b63:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 + or http://127.0.0.1:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 +[I 2022-05-31 16:11:07.999 LabApp] Build is up to date +[E 2022-05-31 16:11:09.091 ServerApp] Uncaught exception GET /lab/api/workspaces/default?1654006269080 (10.2.9.201) + HTTPServerRequest(protocol='http', host='127.0.0.1:9183', method='GET', uri='/lab/api/workspaces/default?1654006269080', version='HTTP/1.1', remote_ip='10.2.9.201') + Traceback (most recent call last): + File "/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/tornado/web.py", line 1704, in _execute + result = await result + tornado.iostream.StreamClosedError: Stream is closed +[E 2022-05-31 16:11:09.223 ServerApp] Uncaught exception GET /lab/api/settings?1654006269098 (10.2.9.201) + HTTPServerRequest(protocol='http', host='127.0.0.1:9183', method='GET', uri='/lab/api/settings?1654006269098', version='HTTP/1.1', remote_ip='10.2.9.201') + Traceback (most recent call last): + File "/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/tornado/web.py", line 1704, in _execute + result = await result + tornado.iostream.StreamClosedError: Stream is closed +[I 2022-05-31 16:11:12.687 LabApp] Build is up to date +[I 2022-05-31 16:11:55.729 ServerApp] Kernel started: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:12:54.185 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:13:11.301 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:13:13.408 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[W 2022-05-31 16:13:13.425 ServerApp] Replacing stale connection: 66306f1d-55e4-43e6-9489-69e8327e78a8:a1be27f2-a2d1-4269-823b-dfedbd60cc80 +[W 2022-05-31 16:13:13.836 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.839 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None +[I 2022-05-31 16:13:55.603 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:14:08.757 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:14:14.394 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:14:18.511 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[W 2022-05-31 16:14:37.813 ServerApp] delete /Jupyter_notebooks/points_grid.nc +[W 2022-05-31 16:14:37.813 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/points_grid.nc, on different device to home directory +[W 2022-05-31 16:14:41.347 ServerApp] delete /Jupyter_notebooks/regular_grid.nc +[W 2022-05-31 16:14:41.347 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/regular_grid.nc, on different device to home directory +[W 2022-05-31 16:14:43.758 ServerApp] delete /Jupyter_notebooks/rotated_grid.nc +[W 2022-05-31 16:14:43.759 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/rotated_grid.nc, on different device to home directory +[I 2022-05-31 16:15:55.687 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:19:55.767 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:21:55.866 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:21:59.250 ServerApp] Kernel started: 727fae1b-e600-494b-a0db-1074ac055a12 +[I 2022-05-31 16:23:39.864 ServerApp] Saving file at /Jupyter_notebooks/NES_time_bnds_test.ipynb +[I 2022-05-31 16:23:40.494 ServerApp] Starting buffering for 727fae1b-e600-494b-a0db-1074ac055a12:80d3db54-e53d-4735-a5f0-c39d6a3b1426 +[I 2022-05-31 16:23:49.577 ServerApp] Kernel started: e0a18a7c-993f-4acd-b357-0830d921843f +[I 2022-05-31 16:25:21.963 ServerApp] Starting buffering for e0a18a7c-993f-4acd-b357-0830d921843f:e5a1620d-7f17-493f-8422-cf650d0222e7 +[I 2022-05-31 16:25:55.980 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:27:33.681 ServerApp] Saving file at /Jupyter_notebooks/NES_time_bnds_test.ipynb +[I 2022-05-31 16:27:56.069 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:29:56.617 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:31:56.794 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:33:10.787 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:33:56.897 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:35:56.997 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:37:57.101 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[W 2022-05-31 16:38:31.419 ServerApp] delete /Jupyter_notebooks/nc_points_grid.nc +[W 2022-05-31 16:38:31.429 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/nc_points_grid.nc, on different device to home directory +[I 2022-05-31 16:38:50.711 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 +[I 2022-05-31 16:39:08.757 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb +[I 2022-05-31 16:39:27.510 ServerApp] Starting buffering for 727fae1b-e600-494b-a0db-1074ac055a12:c315ebf1-14af-4223-8ab7-16123cbc16ec +[I 2022-05-31 16:39:29.067 ServerApp] Starting buffering for 66306f1d-55e4-43e6-9489-69e8327e78a8:961b6809-4fa9-46bf-8205-fe85261aecbd diff --git a/log_jupyter-notebook-695011.out b/log_jupyter-notebook-695011.out new file mode 100644 index 0000000..239e6e2 --- /dev/null +++ b/log_jupyter-notebook-695011.out @@ -0,0 +1,8 @@ + + +MacOS or linux terminal command to create your ssh tunnel +ssh -N -L 9183:s03r2b63:9183 bsc32781@nord4.bsc.es + +Use a Browser on your local machine to go to: +localhost:9183 (prefix w/ https:// if using password) + diff --git a/nes/create_nes.py b/nes/create_nes.py index 9bea9ea..9aa278b 100644 --- a/nes/create_nes.py +++ b/nes/create_nes.py @@ -7,6 +7,7 @@ from mpi4py import MPI import warnings from nes.nc_projections.rotated_nes import RotatedNes from nes.nc_projections.latlon_nes import LatLonNes +from nes.nc_projections.points_nes import PointsNes def create_nes(comm=None, info=False, projection=None, create_nes=True, **kwargs): @@ -20,7 +21,9 @@ def create_nes(comm=None, info=False, projection=None, create_nes=True, **kwargs for name, value in kwargs.items(): kwargs_list.append(name) - if projection == 'regular': + if projection==None: + required_vars = ['lat', 'lon'] + elif projection == 'regular': required_vars = ['lat_orig', 'lon_orig', 'inc_lat', 'inc_lon', 'n_lat', 'n_lon'] elif projection == 'rotated': required_vars = ['centre_lat', 'centre_lon', 'west_boundary', 'south_boundary', 'inc_rlat', 'inc_rlon', @@ -36,7 +39,12 @@ def create_nes(comm=None, info=False, projection=None, create_nes=True, **kwargs msg += 'Variable {0} has not been defined.'.format(var) warnings.warn(msg) - if projection == 'regular': + if projection == None: + nessy = PointsNes(comm=comm, dataset=None, xarray=None, info=info, parallel_method=None, + avoid_first_hours=0, avoid_last_hours=0, first_level=0, last_level=None, + create_nes=create_nes, **kwargs) + + elif projection == 'regular': nessy = LatLonNes(comm=comm, dataset=None, xarray=None, info=info, parallel_method=None, avoid_first_hours=0, avoid_last_hours=0, first_level=0, last_level=None, create_nes=create_nes, **kwargs) diff --git a/nes/nc_projections/latlon_nes.py b/nes/nc_projections/latlon_nes.py index 68e49b9..1fda96e 100644 --- a/nes/nc_projections/latlon_nes.py +++ b/nes/nc_projections/latlon_nes.py @@ -36,13 +36,13 @@ class LatLonNes(Nes): NetCDF4-python Dataset to initialize the class xarray: bool: (Not working) Indicates if you want to use xarray as default + parallel_method : str + Indicates the parallelization method that you want. Default over Y axis + accepted values: ['Y', 'T'] avoid_first_hours : int Number of hours to remove from first time steps. avoid_last_hours : int Number of hours to remove from last time steps. - parallel_method : str - Indicates the parallelization method that you want. Default over Y axis - accepted values: ['Y', 'T'] """ super(LatLonNes, self).__init__(comm=comm, path=path, info=info, dataset=dataset, xarray=xarray, parallel_method=parallel_method, @@ -76,7 +76,14 @@ class LatLonNes(Nes): return None def _create_centroids(self, **kwargs): - + """ + Calculate center latitudes and longitudes from grid details. + + Parameters + ---------- + netcdf : Dataset + NetCDF object. + """ # Calculate center latitudes lat_c_orig = kwargs['lat_orig'] + (kwargs['inc_lat'] / 2) self.center_lats = np.linspace( diff --git a/nes/nc_projections/points_nes.py b/nes/nc_projections/points_nes.py new file mode 100644 index 0000000..316d0db --- /dev/null +++ b/nes/nc_projections/points_nes.py @@ -0,0 +1,90 @@ +#!/usr/bin/env python + +from nes.nc_projections.default_nes import Nes + +class PointsNes(Nes): + """ + + Attributes + ---------- + _var_dim : tuple + Tuple with the name of the Y and X dimensions for the variables. + ('lat', 'lon') for a regular latitude-longitude projection. + _lat_dim : tuple + Tuple with the name of the dimensions of the Latitude values. + ('lat',) for a regular latitude-longitude projection. + _lon_dim : tuple + Tuple with the name of the dimensions of the Longitude values. + ('lon',) for a regular latitude-longitude projection. + """ + def __init__(self, comm=None, path=None, info=False, dataset=None, xarray=False, parallel_method='Y', + avoid_first_hours=0, avoid_last_hours=0, first_level=0, last_level=None, create_nes=False, + **kwargs): + """ + Initialize the PointsNes class + + Parameters + ---------- + comm: MPI.COMM + Path to the CSV file that contains all the information. + path: str + Path to the NetCDF to initialize the object + info: bool + Indicates if you want to get reading/writing info + dataset: Dataset + NetCDF4-python Dataset to initialize the class + xarray: bool: + (Not working) Indicates if you want to use xarray as default + parallel_method : str + Indicates the parallelization method that you want. Default over Y axis + accepted values: ['Y', 'T'] + avoid_first_hours : int + Number of hours to remove from first time steps. + avoid_last_hours : int + Number of hours to remove from last time steps. + """ + super(PointsNes, self).__init__(comm=comm, path=path, info=info, dataset=dataset, + xarray=xarray, parallel_method=parallel_method, + avoid_first_hours=avoid_first_hours, avoid_last_hours=avoid_last_hours, + first_level=first_level, last_level=last_level, create_nes=create_nes, + **kwargs) + + if create_nes: + self._lat, self._lon = self._create_centroids(**kwargs) + + self._var_dim = ('lat', 'lon') + self._lat_dim = ('lat',) + self._lon_dim = ('lon',) + + def _create_dimensions(self, netcdf): + """ + Create the 'lat', 'lon' dimensions and the super dimensions ('lev', 'time'). + + Parameters + ---------- + netcdf : Dataset + NetCDF object. + """ + super(PointsNes, self)._create_dimensions(netcdf) + + netcdf.createDimension('lon', len(self._lon['data'])) + netcdf.createDimension('lat', len(self._lat['data'])) + + return None + + def _create_centroids(self, **kwargs): + """ + Calculate center latitudes and longitudes from points. + + Parameters + ---------- + netcdf : Dataset + NetCDF object. + """ + # Calculate center latitudes + self.center_lats = kwargs['lat'] + + # Calculate center longitudes + self.center_lons = kwargs['lon'] + + return {'data': self.center_lats}, {'data': self.center_lons} \ No newline at end of file diff --git a/nes/nc_projections/rotated_nes.py b/nes/nc_projections/rotated_nes.py index 1a8268e..c027ab2 100644 --- a/nes/nc_projections/rotated_nes.py +++ b/nes/nc_projections/rotated_nes.py @@ -48,13 +48,13 @@ class RotatedNes(Nes): NetCDF4-python Dataset to initialize the class xarray: bool: (Not working) Indicates if you want to use xarray as default + parallel_method : str + Indicates the parallelization method that you want. Default over Y axis + accepted values: ['Y', 'T'] avoid_first_hours : int Number of hours to remove from first time steps. avoid_last_hours : int Number of hours to remove from last time steps. - parallel_method : str - Indicates the parallelization method that you want. Default over Y axis - accepted values: ['Y', 'T'] """ super(RotatedNes, self).__init__(comm=comm, path=path, info=info, dataset=dataset, @@ -150,7 +150,14 @@ class RotatedNes(Nes): return None def _create_centroids(self, **kwargs): - + """ + Calculate center latitudes and longitudes from grid details. + + Parameters + ---------- + netcdf : Dataset + NetCDF object. + """ # Calculate center latitudes self.center_lats = np.linspace(kwargs['south_boundary'], kwargs['south_boundary'] + (kwargs['inc_rlat'] * (kwargs['n_lat'] - 1)), kwargs['n_lat']) -- GitLab From cfd7c3298a4999b26e90e3b7ba9c1930fe162e53 Mon Sep 17 00:00:00 2001 From: Alba Vilanova Cortezon Date: Tue, 31 May 2022 16:41:27 +0200 Subject: [PATCH 2/3] Remove datasets --- Jupyter_notebooks/nc_points_grid.nc | Bin 148562 -> 0 bytes Jupyter_notebooks/points_grid.nc | Bin 10338 -> 0 bytes Jupyter_notebooks/regular_grid.nc | Bin 10434 -> 0 bytes Jupyter_notebooks/rotated_grid.nc | Bin 17606 -> 0 bytes 4 files changed, 0 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z?R)QsX^a4Pde8;(&pbV--@mt1pUI=x5CsyXK}In#6BaiDH;=Fyo&gI#b0pre@R0Dg$4djf=M(!BespGG zD(2_lK&G?&g~aaiGaVhxn2Pxo+%BC1d(^uOm(Frz&{u&R=9j|ZBg!3Mg3dJp8Uc-f zMnEH=5zq)|1T+E~0gZr0KqD{(fpz0we2%Go{OA!(?c=*;Y99~D)ILsC+7(|!@kJD0 zMDaxwpO&ZbLyegu`m#T!^gKrT-yKu>9;0=zBBt~{Ha>(C|6^3Glju0a-i1PMN7Z_X z5}%f*@x$dI=7_$CS+@7Hy*?z?`lA#A(}W~mMX0gSN&(yDZ)z7tqGMoll4E_1lS0gc z=*e2)K&*FPqBGH#=!qwi6zjbV-b0}4JY_m&&T>kPXcCQM!c%Y=JdM{VRVlmUCova1 zOu5TmCZ?RD^|>m?*Yfi>@ef~^9%8(nULGd&>hmiZf{DY!|DQPVSQsaMKJnQ@JKXqf zIXPV7^CJL!t)Q|RpS*BoMV7>e6<#JhU2&SRhkd(*bl4s zZB_VZ6X50uzwR=)J9tyz^^MfTSAQOV8U+~;yNw~+E94~>IY4>oBZ Date: Tue, 31 May 2022 16:41:51 +0200 Subject: [PATCH 3/3] Remove logs --- log_jupyter-notebook-695011.err | 87 --------------------------------- log_jupyter-notebook-695011.out | 8 --- 2 files changed, 95 deletions(-) delete mode 100644 log_jupyter-notebook-695011.err delete mode 100644 log_jupyter-notebook-695011.out diff --git a/log_jupyter-notebook-695011.err b/log_jupyter-notebook-695011.err deleted file mode 100644 index c5780d2..0000000 --- a/log_jupyter-notebook-695011.err +++ /dev/null @@ -1,87 +0,0 @@ - -The following have been reloaded with a version change: - 1) HDF5/1.10.5-gompi-2019b => HDF5/1.10.6-gompi-2019b - 2) netCDF/4.7.1-gompi-2019b => netCDF/4.7.4-gompi-2019b - 3) netcdf4-python/1.5.3-foss-2019b-Python-3.7.4 => netcdf4-python/1.5.8-foss-2019b-Python-3.7.4 - -[I 2022-05-31 16:10:49.956 ServerApp] jupyterlab | extension was successfully linked. -[I 2022-05-31 16:10:50.358 LabApp] JupyterLab extension loaded from /gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/jupyterlab -[I 2022-05-31 16:10:50.359 LabApp] JupyterLab application directory is /.statelite/tmpfs/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/share/jupyter/lab -[I 2022-05-31 16:10:50.364 ServerApp] jupyterlab | extension was successfully loaded. -[I 2022-05-31 16:10:50.364 ServerApp] Serving notebooks from local directory: /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES -[I 2022-05-31 16:10:50.364 ServerApp] Jupyter Server 1.4.1 is running at: -[I 2022-05-31 16:10:50.364 ServerApp] http://s03r2b63:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 -[I 2022-05-31 16:10:50.364 ServerApp] or http://127.0.0.1:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 -[I 2022-05-31 16:10:50.364 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation). -[C 2022-05-31 16:10:50.376 ServerApp] - - To access the server, open this file in a browser: - file:///.statelite/tmpfs/gpfs/home/bsc32/bsc32781/.local/share/jupyter/runtime/jpserver-3475101-open.html - Or copy and paste one of these URLs: - http://s03r2b63:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 - or http://127.0.0.1:9183/lab?token=61103d302ff0d176dc8b2028699eeea6440bf3d2f6042378 -[I 2022-05-31 16:11:07.999 LabApp] Build is up to date -[E 2022-05-31 16:11:09.091 ServerApp] Uncaught exception GET /lab/api/workspaces/default?1654006269080 (10.2.9.201) - HTTPServerRequest(protocol='http', host='127.0.0.1:9183', method='GET', uri='/lab/api/workspaces/default?1654006269080', version='HTTP/1.1', remote_ip='10.2.9.201') - Traceback (most recent call last): - File "/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/tornado/web.py", line 1704, in _execute - result = await result - tornado.iostream.StreamClosedError: Stream is closed -[E 2022-05-31 16:11:09.223 ServerApp] Uncaught exception GET /lab/api/settings?1654006269098 (10.2.9.201) - HTTPServerRequest(protocol='http', host='127.0.0.1:9183', method='GET', uri='/lab/api/settings?1654006269098', version='HTTP/1.1', remote_ip='10.2.9.201') - Traceback (most recent call last): - File "/gpfs/projects/bsc32/software/suselinux/11/software/jupyterlab/3.0.9-foss-2019b-Python-3.7.4/lib/python3.7/site-packages/tornado/web.py", line 1704, in _execute - result = await result - tornado.iostream.StreamClosedError: Stream is closed -[I 2022-05-31 16:11:12.687 LabApp] Build is up to date -[I 2022-05-31 16:11:55.729 ServerApp] Kernel started: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:12:54.185 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:13:11.301 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:13:13.408 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[W 2022-05-31 16:13:13.425 ServerApp] Replacing stale connection: 66306f1d-55e4-43e6-9489-69e8327e78a8:a1be27f2-a2d1-4269-823b-dfedbd60cc80 -[W 2022-05-31 16:13:13.836 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.837 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.839 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[W 2022-05-31 16:13:13.840 ServerApp] Got events for closed stream None -[I 2022-05-31 16:13:55.603 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:14:08.757 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:14:14.394 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:14:18.511 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[W 2022-05-31 16:14:37.813 ServerApp] delete /Jupyter_notebooks/points_grid.nc -[W 2022-05-31 16:14:37.813 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/points_grid.nc, on different device to home directory -[W 2022-05-31 16:14:41.347 ServerApp] delete /Jupyter_notebooks/regular_grid.nc -[W 2022-05-31 16:14:41.347 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/regular_grid.nc, on different device to home directory -[W 2022-05-31 16:14:43.758 ServerApp] delete /Jupyter_notebooks/rotated_grid.nc -[W 2022-05-31 16:14:43.759 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/rotated_grid.nc, on different device to home directory -[I 2022-05-31 16:15:55.687 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:19:55.767 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:21:55.866 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:21:59.250 ServerApp] Kernel started: 727fae1b-e600-494b-a0db-1074ac055a12 -[I 2022-05-31 16:23:39.864 ServerApp] Saving file at /Jupyter_notebooks/NES_time_bnds_test.ipynb -[I 2022-05-31 16:23:40.494 ServerApp] Starting buffering for 727fae1b-e600-494b-a0db-1074ac055a12:80d3db54-e53d-4735-a5f0-c39d6a3b1426 -[I 2022-05-31 16:23:49.577 ServerApp] Kernel started: e0a18a7c-993f-4acd-b357-0830d921843f -[I 2022-05-31 16:25:21.963 ServerApp] Starting buffering for e0a18a7c-993f-4acd-b357-0830d921843f:e5a1620d-7f17-493f-8422-cf650d0222e7 -[I 2022-05-31 16:25:55.980 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:27:33.681 ServerApp] Saving file at /Jupyter_notebooks/NES_time_bnds_test.ipynb -[I 2022-05-31 16:27:56.069 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:29:56.617 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:31:56.794 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:33:10.787 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:33:56.897 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:35:56.997 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:37:57.101 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[W 2022-05-31 16:38:31.419 ServerApp] delete /Jupyter_notebooks/nc_points_grid.nc -[W 2022-05-31 16:38:31.429 ServerApp] Skipping trash for /.statelite/tmpfs/gpfs/archive/bsc32/esarchive/scratch/avilanova/software/NES/Jupyter_notebooks/nc_points_grid.nc, on different device to home directory -[I 2022-05-31 16:38:50.711 ServerApp] Kernel restarted: 66306f1d-55e4-43e6-9489-69e8327e78a8 -[I 2022-05-31 16:39:08.757 ServerApp] Saving file at /Jupyter_notebooks/NES_create_netcdf_test.ipynb -[I 2022-05-31 16:39:27.510 ServerApp] Starting buffering for 727fae1b-e600-494b-a0db-1074ac055a12:c315ebf1-14af-4223-8ab7-16123cbc16ec -[I 2022-05-31 16:39:29.067 ServerApp] Starting buffering for 66306f1d-55e4-43e6-9489-69e8327e78a8:961b6809-4fa9-46bf-8205-fe85261aecbd diff --git a/log_jupyter-notebook-695011.out b/log_jupyter-notebook-695011.out deleted file mode 100644 index 239e6e2..0000000 --- a/log_jupyter-notebook-695011.out +++ /dev/null @@ -1,8 +0,0 @@ - - -MacOS or linux terminal command to create your ssh tunnel -ssh -N -L 9183:s03r2b63:9183 bsc32781@nord4.bsc.es - -Use a Browser on your local machine to go to: -localhost:9183 (prefix w/ https:// if using password) - -- GitLab