diff --git a/config/nowcast.yaml b/config/nowcast.yaml index 43a543ae..607ecd16 100644 --- a/config/nowcast.yaml +++ b/config/nowcast.yaml @@ -393,10 +393,8 @@ results archive: # Values are directories on results server where run results are stored # in ddmmmyy/ directories. nowcast: /results/SalishSea/nowcast-blue.202111/ - ### retained until make_plots is refactored to remove nowcast-dev - ### that refactoring needs to come after compare_venus_ctd fig module is updated - ### to handle ONC API v3 - nowcast-dev: /results/SalishSea/nowcast-dev.201905/ + ### nowcast-dev is not presently bing run + nowcast-dev: None forecast: /results/SalishSea/forecast.202111/ forecast2: /results/SalishSea/forecast2.202111/ nowcast-green: /results2/SalishSea/nowcast-green.202111/ diff --git a/envs/environment-fig-dev.yaml b/envs/environment-fig-dev.yaml index 67bf83ec..3d6d15da 100644 --- a/envs/environment-fig-dev.yaml +++ b/envs/environment-fig-dev.yaml @@ -67,6 +67,7 @@ dependencies: # For figures development - jupyterlab + - notebook # For documentation - sphinx=7.2.6 diff --git a/notebooks/figures/comparison/TestCompareVENUS_CTD.ipynb b/notebooks/figures/comparison/TestCompareVENUS_CTD.ipynb index 8da8b21e..59c67f3e 100644 --- a/notebooks/figures/comparison/TestCompareVENUS_CTD.ipynb +++ b/notebooks/figures/comparison/TestCompareVENUS_CTD.ipynb @@ -24,33 +24,25 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-03T21:18:59.868325Z", + "start_time": "2024-04-03T21:18:59.184980Z" + } + }, "outputs": [], "source": [ "import io\n", - "import os\n", "from pathlib import Path\n", "\n", "import arrow\n", "import netCDF4 as nc\n", "import yaml\n", "\n", - "from salishsea_tools import nc_tools\n", - "\n", - "from nowcast.figures import research_VENUS\n", "from nowcast.figures.comparison import compare_venus_ctd" ] }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -67,18 +59,29 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-03T21:20:57.044976Z", + "start_time": "2024-04-03T21:20:57.042666Z" + } + }, "outputs": [], "source": [ "import os\n", - "os.environ['ONC_USER_TOKEN'] = 'my-token'" + "os.environ['ONC_USER_TOKEN'] = \"my-token\"\n", + "os.environ['ONC_USER_TOKEN'] = \"8efe44eb-0fb5-4413-bba3-ae3dbe0fbb1d\"" ] }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, + "execution_count": 10, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-03T21:28:16.095771Z", + "start_time": "2024-04-03T21:28:16.091924Z" + } + }, "outputs": [], "source": [ "config = '''\n", @@ -86,41 +89,46 @@ " \n", " run_types:\n", " nowcast:\n", - " config name: SalishSea\n", - " bathymetry: /results/nowcast-sys/grid/bathymetry_201702.nc\n", - " mesh_mask: /results/nowcast-sys/grid/mesh_mask201702.nc\n", + " config name: SalishSeaCast_Blue\n", + " bathymetry: /SalishSeaCast/grid/bathymetry_202108.nc\n", + " mesh_mask: /SalishSeaCast/grid/mesh_mask202108.nc\n", " nowcast-green:\n", - " config name: SOG\n", - " bathymetry: /results/nowcast-sys/grid/bathymetry_201702.nc\n", - " mesh_mask: /results/nowcast-sys/grid/mesh_mask201702.nc\n", + " config name: SalishSeaCast\n", + " bathymetry: /SalishSeaCast/grid/bathymetry_202108.nc\n", + " mesh_mask: /SalishSeaCast/grid/mesh_mask202108.nc\n", "\n", " run:\n", " results_archive:\n", " nowcast: /results/SalishSea/nowcast/\n", - " nowcast-green: /results/SalishSea/nowcast-green/\n", + " nowcast-green: /results2/SalishSea/nowcast-green.202111/\n", " forecast: /results/SalishSea/forecast/\n", "'''\n", "\n", - "config = yaml.load(io.StringIO(config))" + "config = yaml.safe_load(io.StringIO(config))" ] }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, + "execution_count": 11, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-03T21:28:16.885610Z", + "start_time": "2024-04-03T21:28:16.882758Z" + } + }, "outputs": [], "source": [ - "run_date = arrow.get('2018-10-19')\n", + "run_date = arrow.get('2024-04-03')\n", "run_type = 'nowcast-green'\n", "\n", "dmy = run_date.format('DDMMMYY').lower()\n", "start_day = {\n", " 'nowcast-green': run_date.format('YYYYMMDD'),\n", - " 'forecast': run_date.replace(days=+1).format('YYYYMMDD'),\n", + " 'forecast': run_date.shift(days=+1).format('YYYYMMDD'),\n", "}\n", "end_day = {\n", " 'nowcast-green': run_date.format('YYYYMMDD'),\n", - " 'forecast': run_date.replace(days=+2).format('YYYYMMDD'),\n", + " 'forecast': run_date.shift(days=+2).format('YYYYMMDD'),\n", "}\n", "ymd = run_date.format('YYYYMMDD')\n", "\n", @@ -132,8 +140,13 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, + "execution_count": 16, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-03T22:26:13.742909Z", + "start_time": "2024-04-03T22:26:10.969194Z" + } + }, "outputs": [], "source": [ "bathy = nc.Dataset(config['run_types'][run_type]['bathymetry'])\n", @@ -142,22 +155,56 @@ "grid_T_hr = nc.Dataset(\n", " str(results_dir/'SalishSea_1h_{0}_{1}_grid_T.nc'\n", " .format(start_day[run_type], end_day[run_type])))\n", - "dev_grid_T_hr = nc.Dataset(\n", - " str(dev_results_dir/'SalishSea_1h_{0}_{1}_grid_T.nc'\n", - " .format(start_day[run_type], end_day[run_type])))" + "# dev_grid_T_hr = nc.Dataset(\n", + "# str(dev_results_dir/'SalishSea_1h_{0}_{1}_grid_T.nc'\n", + "# .format(start_day[run_type], end_day[run_type])))\n", + "dev_grid_T_hr = None" ] }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, + "execution_count": 27, + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-05T21:49:50.357627Z", + "start_time": "2024-04-05T21:49:31.301404Z" + } + }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n", + "findfont: Font family 'Bitstream Vera Sans' not found.\n" + ] + }, { "data": { - "image/png": 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\n", 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" }, "metadata": {}, "output_type": "display_data" diff --git a/nowcast/figures/comparison/compare_venus_ctd.py b/nowcast/figures/comparison/compare_venus_ctd.py index 702f6cab..e1044b88 100644 --- a/nowcast/figures/comparison/compare_venus_ctd.py +++ b/nowcast/figures/comparison/compare_venus_ctd.py @@ -12,7 +12,11 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -""" +"""Produce a 2-panel figure that shows time series of temperature and salinity observations and +model run results at an Ocean Networks Canada (ONC) Salish Sea (VENUS) node. + +Testing notebook for this module is +https://nbviewer.org/github/SalishSeaCast/SalishSeaNowcast/blob/main/comparison/TestCompareVENUS_CTD.ipynb """ import os from collections import namedtuple @@ -127,40 +131,43 @@ def _prep_plot_data( w_depths, ) # Development model results - dev_model_time = nc_tools.timestamp( - dev_grid_T_hr, range(grid_T_hr.variables["time_counter"].size) - ) - tracer_depths = dev_mesh_mask.variables["gdept_0"][..., j, i][0] - tracer_mask = dev_mesh_mask.variables["tmask"][..., j, i][0] - w_depths = dev_mesh_mask.variables["gdepw_0"][..., j, i][0] - salinity_profiles = dev_grid_T_hr.variables["vosaline"][..., j, i] - temperature_profiles = dev_grid_T_hr.variables["votemper"][..., j, i] - dev_model_salinity_ts = _calc_results_time_series( - salinity_profiles, - dev_model_time, - node_depth, - timezone, - tracer_depths, - tracer_mask, - w_depths, - ) - dev_model_temperature_ts = _calc_results_time_series( - temperature_profiles, - dev_model_time, - node_depth, - timezone, - tracer_depths, - tracer_mask, - w_depths, - ) + if dev_grid_T_hr is None: + dev_model_salinity_ts, dev_model_temperature_ts = None, None + else: + dev_model_time = nc_tools.timestamp( + dev_grid_T_hr, range(grid_T_hr.variables["time_counter"].size) + ) + tracer_depths = dev_mesh_mask.variables["gdept_0"][..., j, i][0] + tracer_mask = dev_mesh_mask.variables["tmask"][..., j, i][0] + w_depths = dev_mesh_mask.variables["gdepw_0"][..., j, i][0] + salinity_profiles = dev_grid_T_hr.variables["vosaline"][..., j, i] + temperature_profiles = dev_grid_T_hr.variables["votemper"][..., j, i] + dev_model_salinity_ts = _calc_results_time_series( + salinity_profiles, + dev_model_time, + node_depth, + timezone, + tracer_depths, + tracer_mask, + w_depths, + ) + dev_model_temperature_ts = _calc_results_time_series( + temperature_profiles, + dev_model_time, + node_depth, + timezone, + tracer_depths, + tracer_mask, + w_depths, + ) # Observations onc_data = data_tools.get_onc_data( "scalardata", - "getByStation", + "getByLocation", os.environ["ONC_USER_TOKEN"], - station=station_code, - deviceCategory="CTD", - sensors="salinity,temperature", + locationCode=station_code, + deviceCategoryCode="CTD", + sensorCategoryCodes="salinity,temperature", dateFrom=data_tools.onc_datetime(model_time[0], "utc"), dateTo=data_tools.onc_datetime(model_time[-1], "utc"), ) @@ -241,14 +248,15 @@ def _plot_salinity_time_series(ax, place, plot_data, theme): color=theme.COLOURS["time series"]["VENUS node model salinity"], alpha=0.7, ) - ax.plot( - [t.datetime for t in plot_data.dev_model_salinity_ts.time], - plot_data.dev_model_salinity_ts.var, - linewidth=2, - label="Dev Model", - color=theme.COLOURS["time series"]["VENUS node dev model salinity"], - alpha=0.5, - ) + if plot_data.dev_model_salinity_ts is not None: + ax.plot( + [t.datetime for t in plot_data.dev_model_salinity_ts.time], + plot_data.dev_model_salinity_ts.var, + linewidth=2, + label="Dev Model", + color=theme.COLOURS["time series"]["VENUS node dev model salinity"], + alpha=0.5, + ) _salinity_axis_labels(ax, place, plot_data, theme) @@ -297,14 +305,15 @@ def _plot_temperature_time_series(ax, plot_data, timezone, theme): color=theme.COLOURS["time series"]["VENUS node model temperature"], alpha=0.7, ) - ax.plot( - [t.datetime for t in plot_data.dev_model_temperature_ts.time], - plot_data.dev_model_temperature_ts.var, - linewidth=2, - label="Dev Model", - color=theme.COLOURS["time series"]["VENUS node dev model temperature"], - alpha=0.5, - ) + if plot_data.dev_model_salinity_ts is not None: + ax.plot( + [t.datetime for t in plot_data.dev_model_temperature_ts.time], + plot_data.dev_model_temperature_ts.var, + linewidth=2, + label="Dev Model", + color=theme.COLOURS["time series"]["VENUS node dev model temperature"], + alpha=0.5, + ) tzname = plot_data.model_temperature_ts.time[0].datetime.tzname() _temperature_axis_labels(ax, plot_data, timezone, tzname, theme) diff --git a/nowcast/workers/make_plots.py b/nowcast/workers/make_plots.py index 8da43396..beac9045 100644 --- a/nowcast/workers/make_plots.py +++ b/nowcast/workers/make_plots.py @@ -176,7 +176,11 @@ def make_plots(parsed_args, config, *args): fig_functions = {} if model == "nemo": - dev_results_home = Path(config["results archive"]["nowcast-dev"]) + dev_results_home = ( + None + if config["results archive"]["nowcast-dev"] == "None" + else Path(config["results archive"]["nowcast-dev"]) + ) weather_path = Path(config["weather"]["ops dir"]) if run_type in ["forecast", "forecast2"]: weather_path = weather_path / "fcst" @@ -682,9 +686,11 @@ def _prep_comparison_fig_functions( f"preparing render list for {run_date.format('YYYY-MM-DD')} NEMO nowcast-blue comparison figures" ) hrdps_dataset_url = config["figures"]["dataset URLs"]["HRDPS fields"] - dev_results_dir = os.path.join(dev_results_home, dmy) + if dev_results_home is None: + dev_grid_T_hr = None + else: + dev_grid_T_hr = _results_dataset("1h", "grid_T", dev_results_home / dmy) grid_T_hr = _results_dataset("1h", "grid_T", results_dir) - dev_grid_T_hr = _results_dataset("1h", "grid_T", dev_results_dir) grid_central = _results_dataset_gridded("central", results_dir) grid_obs_central = sio.loadmat("/ocean/dlatorne/MEOPAR/ONC_ADCP/ADCPcentral.mat") grid_east = _results_dataset_gridded("east", results_dir) @@ -719,17 +725,6 @@ def _prep_comparison_fig_functions( dev_mesh_mask, ), }, - "Compare_VENUS_Delta_DDL": { - "function": compare_venus_ctd.make_figure, - "args": ( - "Delta DDL node", - grid_T_hr, - dev_grid_T_hr, - timezone, - mesh_mask, - dev_mesh_mask, - ), - }, "Central_ADCP": { "function": research_VENUS.plotADCP, "args": ( diff --git a/tests/workers/test_download_results.py b/tests/workers/test_download_results.py index fddf989d..659021c7 100644 --- a/tests/workers/test_download_results.py +++ b/tests/workers/test_download_results.py @@ -253,7 +253,7 @@ def test_run_type_results_dir( def test_results_archive(self, prod_config): archives = { "nowcast": "/results/SalishSea/nowcast-blue.202111/", - "nowcast-dev": "/results/SalishSea/nowcast-dev.201905/", + "nowcast-dev": "None", "forecast": "/results/SalishSea/forecast.202111/", "forecast2": "/results/SalishSea/forecast2.202111/", "nowcast-green": "/results2/SalishSea/nowcast-green.202111/", diff --git a/tests/workers/test_make_plots.py b/tests/workers/test_make_plots.py index 9a860064..957325d2 100644 --- a/tests/workers/test_make_plots.py +++ b/tests/workers/test_make_plots.py @@ -152,7 +152,7 @@ def test_timezone(self, prod_config): def test_dev_results_archive(self, prod_config): dev_results_archive = prod_config["results archive"]["nowcast-dev"] - assert dev_results_archive == "/results/SalishSea/nowcast-dev.201905/" + assert dev_results_archive == "None" def test_weather_path(self, prod_config): weather_path = prod_config["weather"]["ops dir"] diff --git a/tests/workers/test_split_results.py b/tests/workers/test_split_results.py index 3e4a40ae..296876c8 100644 --- a/tests/workers/test_split_results.py +++ b/tests/workers/test_split_results.py @@ -99,7 +99,7 @@ def test_message_registry_keys(self, prod_config): def test_results_archive(self, prod_config): archives = { "nowcast": "/results/SalishSea/nowcast-blue.202111/", - "nowcast-dev": "/results/SalishSea/nowcast-dev.201905/", + "nowcast-dev": "None", "forecast": "/results/SalishSea/forecast.202111/", "forecast2": "/results/SalishSea/forecast2.202111/", "nowcast-green": "/results2/SalishSea/nowcast-green.202111/",