diff --git a/docs/examples/Irrigation.ipynb b/docs/examples/Irrigation.ipynb
index 2a355712..8192deec 100644
--- a/docs/examples/Irrigation.ipynb
+++ b/docs/examples/Irrigation.ipynb
@@ -2,9 +2,11 @@
"cells": [
{
"cell_type": "markdown",
- "id": "558aff58",
+ "id": "bf4232c5",
"metadata": {},
"source": [
+ "\n",
+ "\n",
"# Brute force irrigation experiment\n",
"\n",
"This example notebook shows how the eWaterCycle system can be used to quickly assess the impact of irrigation on river discharge. We will manually overwrite the soil moisture values in an experiment with the PCRGlobWB model, to mimick the effect on irrigation. Obviously, this is not a realistic scenario - the eWaterCycle developers are not accountable for any consequences of implementing a real irrigation system after this example."
@@ -12,27 +14,35 @@
},
{
"cell_type": "code",
- "execution_count": 9,
- "id": "13ec7ff7",
+ "execution_count": 1,
+ "id": "8a0a0658",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# This cell is only used to suppress some distracting output messages\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\", category=UserWarning)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "8d6557a8",
"metadata": {},
"outputs": [],
"source": [
- "from ewatercycle.models import PCRGlobWB\n",
- "from ewatercycle import CFG\n",
+ "import ewatercycle.models\n",
+ "import ewatercycle.parameter_sets\n",
"\n",
"# These packages are not strictly necessary. We'll use them to provide some insight into the steps that we're taking.\n",
"import matplotlib.pyplot as plt\n",
- "import numpy as np\n",
"import pandas as pd\n",
- "import xarray as xr\n",
- "from cartopy import crs, feature as cfeature\n",
- "\n",
- "CFG.load_from_file(\"~/ewatercycle-config.yaml\")"
+ "from cartopy import crs, feature as cfeature"
]
},
{
"cell_type": "markdown",
- "id": "c5b16170",
+ "id": "64036371",
"metadata": {},
"source": [
"We will run 2 versions of the same model:\n",
@@ -42,48 +52,68 @@
},
{
"cell_type": "markdown",
- "id": "9ece193f",
+ "id": "257b54db",
"metadata": {},
"source": [
- "We will set up the models with identical parameters and settings. We will use a standard dataset with global parameters on 5 and 30 minutes resolution."
+ "We will set up the models with identical parameters and settings. We will use a standard dataset with global parameters on 5 and 30 minutes resolution. The example parameter sets also include forcing data."
]
},
{
"cell_type": "code",
- "execution_count": 2,
- "id": "0887c5aa",
+ "execution_count": 3,
+ "id": "28040082",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Parameter set\n",
+ "-------------\n",
+ "name=custom_parameter_set\n",
+ "directory=/mnt/data/examples/technical_paper/pcr-globwb/input\n",
+ "config=/mnt/home/user37/ewatercycle/docs/examples/pcrglobwb_merrimack.ini\n",
+ "doi=10.5281/zenodo.1045339\n",
+ "target_model=pcrglobwb\n",
+ "supported_model_versions={'setters'}\n"
+ ]
+ }
+ ],
"source": [
- "input_data = \"/mnt/data/examples/technical_paper/pcr-globwb/input\"\n",
- "settings_file = \"examples/pcrglobwb_merrimack.ini\""
+ "merrimack_parameterset = ewatercycle.parameter_sets.ParameterSet(\n",
+ " name=\"custom_parameter_set\",\n",
+ " directory=\"/mnt/data/examples/technical_paper/pcr-globwb/input\",\n",
+ " config=\"./pcrglobwb_merrimack.ini\",\n",
+ " target_model=\"pcrglobwb\",\n",
+ " doi=\"10.5281/zenodo.1045339\",\n",
+ " supported_model_versions={'setters'}\n",
+ ")\n",
+ "\n",
+ "print(merrimack_parameterset)"
]
},
{
"cell_type": "markdown",
- "id": "9655cebc",
+ "id": "89a2dc93",
"metadata": {},
"source": [
- "In an earlier experiment we've established a river grid cell that corresponds closely to a GRDC station location. For now, we will use this index without further ado. Further down the notebook, we will show how we originally identified this point."
+ "We'll track a grid cell nearby a GRDC station with the following coordinates:"
]
},
{
"cell_type": "code",
- "execution_count": 3,
- "id": "a2cc0dbf",
+ "execution_count": 4,
+ "id": "0c052bf5",
"metadata": {},
"outputs": [],
"source": [
"grdc_latitude = 42.6459\n",
- "grdc_longitude = -71.2984\n",
- "\n",
- "model_latitude = 42.63\n",
- "model_longitude = -71.29"
+ "grdc_longitude = -71.2984"
]
},
{
"cell_type": "markdown",
- "id": "c3a3253e",
+ "id": "cb3d7c40",
"metadata": {},
"source": [
"## Reference experiment\n",
@@ -93,128 +123,275 @@
},
{
"cell_type": "code",
- "execution_count": 4,
- "id": "e241d98b",
+ "execution_count": 5,
+ "id": "1f78aa3f",
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Created working directory: /mnt/home/user37/ewatercycle/pcrglobwb_20210421_131937\n",
- "Created config file /mnt/home/user37/ewatercycle/pcrglobwb_20210421_131937/pcrglobwb_ewatercycle.ini with inputDir /mnt/data/examples/technical_paper/pcr-globwb/input and outputDir /mnt/home/user37/ewatercycle/pcrglobwb_20210421_131937.\n",
- "Started model container with working directory /mnt/home/user37/ewatercycle/pcrglobwb_20210421_131937 and access to the following input directories:\n",
- "/mnt/data/examples/technical_paper/pcr-globwb/input.\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"# Instantiate the model instance\n",
- "reference = PCRGlobWB()\n",
+ "reference = ewatercycle.models.PCRGlobWB(version='setters', parameter_set=merrimack_parameterset)\n",
"\n",
"# Create experiment folder, set up the model configuration, and start the container in which the model will run\n",
- "reference_config, reference_dir = reference.setup(input_dir=input_data, cfg_file=settings_file)"
+ "reference_config, reference_dir = reference.setup()"
]
},
{
"cell_type": "code",
- "execution_count": 5,
- "id": "814df48c",
+ "execution_count": 6,
+ "id": "81585f81",
"metadata": {},
"outputs": [],
"source": [
"# Initialize the model inside the container\n",
- "# This may take a few minutes, log messages will start to appear in the output directory\n",
- "reference.initialize(str(reference_config)) "
+ "# Depending on your system this may take a few minutes, log messages will start to appear in the output directory\n",
+ "reference.initialize(reference_config)"
]
},
{
- "cell_type": "code",
- "execution_count": 6,
- "id": "c0418432",
+ "cell_type": "markdown",
+ "id": "e69fe5a5",
"metadata": {},
- "outputs": [],
"source": [
- "# We will use a list to collect discharge values as the model progresses\n",
- "instantaneous_discharge_values = []"
+ "Create an empty dataframe to store the modelled discharge"
]
},
{
"cell_type": "code",
"execution_count": 7,
- "id": "ec1687cd",
+ "id": "907c4dfb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ ],
+ "text/plain": [
+ " reference experiment\n",
+ "time \n",
+ "2002-01-01 00:00:00+00:00 NaN NaN\n",
+ "2002-01-02 00:00:00+00:00 NaN NaN\n",
+ "2002-01-03 00:00:00+00:00 NaN NaN\n",
+ "2002-01-04 00:00:00+00:00 NaN NaN\n",
+ "2002-01-05 00:00:00+00:00 NaN NaN"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "time = pd.date_range(reference.start_time_as_isostr, reference.end_time_as_isostr)\n",
+ "timeseries = pd.DataFrame(index=pd.Index(time, name='time'), columns=['reference', 'experiment'])\n",
+ "timeseries.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "943ece88",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2002-12-31 00:00:00\r"
+ "2002-12-31T00:00:00Z\r"
]
}
],
"source": [
"while reference.time < reference.end_time:\n",
" \n",
- " # Update the model (takes a few seconds per timestep)\n",
" reference.update() \n",
" \n",
" # Track discharge at station location\n",
- " discharge = reference.get_value_as_xarray('discharge')\n",
- " discharge_at_station = discharge.sel(latitude=model_latitude, longitude=model_longitude, method='nearest')\n",
- " instantaneous_discharge_values.append(discharge_at_station)\n",
+ " discharge_at_station = reference.get_value_at_coords('discharge', lat=[grdc_latitude], lon=[grdc_longitude])\n",
+ " time = reference.time_as_isostr\n",
+ " timeseries['reference'][time] = discharge_at_station[0]\n",
" \n",
" # Show progress\n",
- " print(discharge.time.values, end=\"\\r\") # \"\\r\" clears the output before printing the next timestamp"
+ " print(time, end=\"\\r\") # \"\\r\" clears the output before printing the next timestamp"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9ce9b1e1",
+ "metadata": {},
+ "source": [
+ "### Intermediate insights\n",
+ "\n",
+ "Before we continue with the experiment, let's have a look at the intermediate results. First of all, notice that the reference column in our timeseries dataframe has been filled."
]
},
{
"cell_type": "code",
- "execution_count": 10,
- "id": "1cfa7675",
+ "execution_count": 9,
+ "id": "5010a3d8",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ "\n",
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+ " \n",
+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ " \n",
+ " \n",
+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ "
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+ " \n",
+ "
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+ "
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+ ],
+ "text/plain": [
+ " reference experiment\n",
+ "time \n",
+ "2002-01-01 00:00:00+00:00 71.991348 NaN\n",
+ "2002-01-02 00:00:00+00:00 78.788757 NaN\n",
+ "2002-01-03 00:00:00+00:00 79.178329 NaN\n",
+ "2002-01-04 00:00:00+00:00 79.046112 NaN\n",
+ "2002-01-05 00:00:00+00:00 78.232491 NaN"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
- "# Combine the instantaneous values of discharge into a single time series\n",
- "reference_discharge = xr.concat(instantaneous_discharge_values, dim='time')"
+ "timeseries.head()"
]
},
{
"cell_type": "markdown",
- "id": "99ae340c",
+ "id": "98842465",
"metadata": {},
"source": [
- "### Intermediate insights\n",
- "\n",
- "Before we continue with the experiment, let's have a look at the intermediate results. We start by showing a map of discharge at the last model step."
+ "We can also make a map of discharge at the last model step"
]
},
{
"cell_type": "code",
- "execution_count": 51,
- "id": "7a844be2",
+ "execution_count": 10,
+ "id": "a8f36266",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 51,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/mnt/apps/conda/envs/ewatercycle/lib/python3.7/site-packages/cartopy/mpl/style.py:90: UserWarning: facecolor will have no effect as it has been defined as \"never\".\n"
- ]
- },
{
"data": {
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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -234,8 +411,7 @@
"reference.get_value_as_xarray(\"discharge\").plot(ax=ax, cmap='GnBu')\n",
"\n",
"# Also plot the station location\n",
- "ax.scatter(grdc_longitude, grdc_latitude, s=25, c='b')\n",
- "ax.scatter(model_longitude, model_latitude, s=25, c='r')\n",
+ "ax.scatter(grdc_longitude, grdc_latitude, s=25, c='r')\n",
"\n",
"# Overlay ocean and coastines\n",
"ax.add_feature(cfeature.OCEAN, zorder=2)\n",
@@ -245,49 +421,15 @@
},
{
"cell_type": "markdown",
- "id": "8617baa1",
- "metadata": {},
- "source": [
- "You can see that the model grid point we used is very close to the actual GRDC station, and indeed represents a cell that we would identify as a river. Below, we show how we identified that grid point. NB: this method is far from perfect, but is good enough for illustration. It only works after some spin-up time, which is why we couldn't do it before. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "id": "2115eebd",
+ "id": "1a9a3b49",
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "\n",
- "array(119.18118286)\n",
- "Coordinates:\n",
- " longitude float64 -71.29\n",
- " latitude float64 42.63\n",
- " time object 2002-12-31 00:00:00\n",
- "Attributes:\n",
- " units: m3.s-1\n"
- ]
- }
- ],
"source": [
- "def find_nearby_river(da, latitude, longitude, pad=0.2):\n",
- " \"\"\"Identify a river cell by looking for max discharge in the vicinity of a known station.\"\"\"\n",
- " vicinity = da.sel(longitude=slice(longitude-pad, longitude+pad), latitude=slice(latitude-pad, latitude+pad))\n",
- " \n",
- " indices_of_maximum = vicinity.argmax(...)\n",
- " \n",
- " return vicinity.isel(indices_of_maximum)\n",
- "\n",
- "gridpoint = find_nearby_river(discharge, grdc_latitude, grdc_longitude)\n",
- "print(gridpoint)"
+ "You can see that the grdc location indeed represents a cell that we would identify as a river."
]
},
{
"cell_type": "markdown",
- "id": "88a1d2e6",
+ "id": "1ee4b846",
"metadata": {},
"source": [
"We can also have a quick look at the discharge timeseries we have tracked, to see if it makes any sense."
@@ -295,23 +437,23 @@
},
{
"cell_type": "code",
- "execution_count": 15,
- "id": "5e823555",
+ "execution_count": 11,
+ "id": "2414fb2f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "[]"
+ ""
]
},
- "execution_count": 15,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -323,32 +465,49 @@
}
],
"source": [
- "reference_discharge.plot()"
+ "timeseries.plot()"
]
},
{
"cell_type": "markdown",
- "id": "f8f11ff0",
+ "id": "22487f7d",
"metadata": {},
"source": [
"## Running the irrigation experiment\n",
"\n",
- "Before we initialize the experiment, let's use the reference model to illustrate the concept of what we will do"
+ "Before we initialize the experiment, let's use the reference model to illustrate the concept of what we will do.\n",
+ "\n",
+ "We will fetch the soil moisture field and overwrite a part of it so that the soil will be fully saturated."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "05ea5223",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "soil_moisture = reference.get_value_as_xarray('upper_soil_saturation_degree')\n",
+ "\n",
+ "# Copy the field and manually overwrite a random part of the domain\n",
+ "irrigated_soil_moisture = soil_moisture.copy()\n",
+ "irrigated_soil_moisture[31:41, 18:28] = 1"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7281cd17",
+ "metadata": {},
+ "source": [
+ "Let's visualize the difference"
]
},
{
"cell_type": "code",
- "execution_count": 53,
- "id": "05801c8a",
+ "execution_count": 13,
+ "id": "e36689d1",
"metadata": {},
"outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/mnt/apps/conda/envs/ewatercycle/lib/python3.7/site-packages/cartopy/mpl/style.py:90: UserWarning: facecolor will have no effect as it has been defined as \"never\".\n"
- ]
- },
{
"data": {
"image/png": 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\n",
@@ -363,13 +522,6 @@
}
],
"source": [
- "soil_moisture = reference.get_value_as_xarray('upper_soil_saturation_degree')\n",
- "\n",
- "# Copy the field and manually overwrite a random part of the domain\n",
- "irrigated_soil_moisture = soil_moisture.copy()\n",
- "irrigated_soil_moisture[31:41, 18:28] = 1\n",
- "\n",
- "# Visualize the difference\n",
"fig = plt.figure(figsize=(10, 5), dpi=120)\n",
"left_axes = fig.add_subplot(121, projection=crs.PlateCarree())\n",
"right_axes = fig.add_subplot(122, projection=crs.PlateCarree())\n",
@@ -389,7 +541,7 @@
},
{
"cell_type": "markdown",
- "id": "3e56a913",
+ "id": "c5814a7e",
"metadata": {},
"source": [
"From here on we will do exactly the same as before, except that we'll add three extra lines to overwrite soil moisture at every time step."
@@ -397,65 +549,42 @@
},
{
"cell_type": "code",
- "execution_count": 54,
- "id": "63a64636",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Created working directory: /mnt/home/user37/ewatercycle/pcrglobwb_20210421_144753\n",
- "Created config file /mnt/home/user37/ewatercycle/pcrglobwb_20210421_144753/pcrglobwb_ewatercycle.ini with inputDir /mnt/data/examples/technical_paper/pcr-globwb/input and outputDir /mnt/home/user37/ewatercycle/pcrglobwb_20210421_144753.\n",
- "Started model container with working directory /mnt/home/user37/ewatercycle/pcrglobwb_20210421_144753 and access to the following input directories:\n",
- "/mnt/data/examples/technical_paper/pcr-globwb/input.\n"
- ]
- }
- ],
- "source": [
- "experiment = PCRGlobWB()\n",
- "experiment_config, experiment_dir = experiment.setup(input_dir=input_data, cfg_file=settings_file)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 55,
- "id": "ff738751",
+ "execution_count": 14,
+ "id": "8af4b144",
"metadata": {},
"outputs": [],
"source": [
- "experiment.initialize(str(experiment_config)) # this may take a few minutes, log messages will start to appear in the output directory."
+ "experiment = ewatercycle.models.PCRGlobWB(version='setters', parameter_set=merrimack_parameterset)\n",
+ "experiment_config, experiment_dir = experiment.setup()"
]
},
{
"cell_type": "code",
- "execution_count": 67,
- "id": "d2715223",
+ "execution_count": 15,
+ "id": "de154f1c",
"metadata": {},
"outputs": [],
"source": [
- "# Use a list to collect discharge values as the model progresses\n",
- "instantaneous_discharge_values = []"
+ "experiment.initialize(experiment_config) # this may take a few minutes, log messages will start to appear in the output directory."
]
},
{
"cell_type": "code",
- "execution_count": 78,
- "id": "b0bd6886",
+ "execution_count": 16,
+ "id": "1b675b16",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2002-12-31 00:00:00\r"
+ "2002-12-31T00:00:00Z\r"
]
}
],
"source": [
"while experiment.time < experiment.end_time:\n",
"\n",
- " # Update the model (this takes a few seconds per timestep)\n",
" experiment.update() \n",
"\n",
" # Overwrite soil moisture field\n",
@@ -464,28 +593,17 @@
" experiment.set_value('upper_soil_saturation_degree', soil_moisture.values.flatten()) \n",
" \n",
" # Track discharge at station location\n",
- " discharge = experiment.get_value_as_xarray('discharge')\n",
- " discharge_at_station = discharge.sel(latitude=model_latitude, longitude=model_longitude, method='nearest')\n",
- " instantaneous_discharge_values.append(discharge_at_station)\n",
+ " discharge_at_station = experiment.get_value_at_coords('discharge', lat=[grdc_latitude], lon=[grdc_longitude])\n",
+ " time = experiment.time_as_isostr\n",
+ " timeseries['experiment'][time] = discharge_at_station[0]\n",
" \n",
" # Show progress\n",
- " print(discharge.time.values, end=\"\\r\") # \"\\r\" clears the output before printing the next timestamp"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 79,
- "id": "b35810f0",
- "metadata": {},
- "outputs": [],
- "source": [
- "# Combine the instantaneous values of discharge into a single time series\n",
- "experiment_discharge = xr.concat(instantaneous_discharge_values, dim='time')"
+ " print(time, end=\"\\r\") # \"\\r\" clears the output before printing the next timestamp"
]
},
{
"cell_type": "markdown",
- "id": "c788363d",
+ "id": "beda70ac",
"metadata": {},
"source": [
"## Final analysis"
@@ -493,8 +611,8 @@
},
{
"cell_type": "code",
- "execution_count": 80,
- "id": "6b108191",
+ "execution_count": 17,
+ "id": "3ff21cbc",
"metadata": {},
"outputs": [
{
@@ -503,13 +621,13 @@
"Text(0.5, 1.0, 'Increased discharge due to irrigation')"
]
},
- "execution_count": 80,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -522,35 +640,29 @@
],
"source": [
"fig, ax = plt.subplots(dpi=120)\n",
- "\n",
- "reference_discharge.plot(ax=ax, label='reference')\n",
- "experiment_discharge.plot(ax=ax, label='experiment')\n",
- "ax.legend()\n",
+ "timeseries.plot(ax=ax)\n",
"ax.set_title('Increased discharge due to irrigation')"
]
},
{
"cell_type": "markdown",
- "id": "83e6794e",
+ "id": "d7d57386",
"metadata": {},
"source": [
"## Clean up\n",
"\n",
- "When you close the notebook the docker containers will eventually be destroyed, but until then, model remnants can put quite some pressure on the system, and it's better to explicitly remove them."
+ "It is good practice to remove model instances once you're done with an experiment. This will free up resources on the system."
]
},
{
"cell_type": "code",
- "execution_count": 168,
- "id": "d1de5906",
+ "execution_count": 18,
+ "id": "793f9594",
"metadata": {},
"outputs": [],
"source": [
"reference.finalize()\n",
- "experiment.finalize()\n",
- "\n",
- "del reference\n",
- "del experiment"
+ "experiment.finalize()"
]
}
],