From ebe69519f819892546b394cb82e6824a189a03f9 Mon Sep 17 00:00:00 2001 From: jasontempestholt <42639421+jasontempestholt@users.noreply.github.com> Date: Fri, 20 Oct 2023 16:12:48 +0100 Subject: [PATCH] Bug fixes to cleaning data - need to check this works ok. Update to notebook to test this --- coast/diagnostics/profile_stratification.py | 15 ++- .../profile/potential_energy_tutorial.ipynb | 125 +++++++----------- example_scripts/profile_test.py | 4 +- 3 files changed, 59 insertions(+), 85 deletions(-) diff --git a/coast/diagnostics/profile_stratification.py b/coast/diagnostics/profile_stratification.py index a0d7ab01..d3af87fa 100644 --- a/coast/diagnostics/profile_stratification.py +++ b/coast/diagnostics/profile_stratification.py @@ -35,7 +35,7 @@ def __init__(self, profile: xr.Dataset): self.nz = profile.dataset.dims["z_dim"] debug(f"Initialised {get_slug(self)}") - def clean_data(self,profile: xr.Dataset, gridded: xr.Dataset, Zmax): + def clean_data(profile: xr.Dataset, gridded: xr.Dataset, Zmax): """ Cleaning data for stratification metric calculations Stage 1:... @@ -96,6 +96,9 @@ def first_nonzero(arr, axis=0, invalid_val=np.nan): good_profile[test] = 0 ### + else: + print('error no bathy provided, cant clean the data') + return profile SST = np.zeros(n_prf) * np.nan SSS = np.zeros(n_prf) * np.nan @@ -129,14 +132,14 @@ def first_nonzero(arr, axis=0, invalid_val=np.nan): dims = ["id_dim", "z_dim"] profile.dataset["potential_temperature"] = xr.DataArray(tmp_clean, coords=coords, dims=dims) profile.dataset["practical_salinity"] = xr.DataArray(sal_clean, coords=coords, dims=dims) - self.dataset["sea_surface_temperature"] = xr.DataArray(SST, coords=coords, dims=["id_dim"]) - self.dataset["sea_surface_salinity"] = xr.DataArray(SSS, coords=coords, dims=["id_dim"]) - self.dataset["good_profile"] = xr.DataArray(good_profile, coords=coords, dims=["id_dim"]) + profile.dataset["sea_surface_temperature"] = xr.DataArray(SST, coords=coords, dims=["id_dim"]) + profile.dataset["sea_surface_salinity"] = xr.DataArray(SSS, coords=coords, dims=["id_dim"]) + profile.dataset["good_profile"] = xr.DataArray(good_profile, coords=coords, dims=["id_dim"]) print("All nice and clean") #%% return profile - def calc_pea(self, profile: xr.Dataset, gridded, Zmax): + def calc_pea(self, profile: xr.Dataset, gridded: xr.Dataset, Zmax): """ Calculates Potential Energy Anomaly @@ -150,7 +153,7 @@ def calc_pea(self, profile: xr.Dataset, gridded, Zmax): # %% gravity = 9.81 # Clean data This is quit slow and over writes potential temperature and practical salinity variables - #profile = ProfileStratification.clean_data(profile, gridded, Zmax) + profile = ProfileStratification.clean_data(profile, gridded, Zmax) # Define grid spacing, dz. Required for depth integral profile.calculate_vertical_spacing() diff --git a/example_scripts/notebooks/runnable_notebooks/profile/potential_energy_tutorial.ipynb b/example_scripts/notebooks/runnable_notebooks/profile/potential_energy_tutorial.ipynb index 09020937..f8817ce2 100644 --- a/example_scripts/notebooks/runnable_notebooks/profile/potential_energy_tutorial.ipynb +++ b/example_scripts/notebooks/runnable_notebooks/profile/potential_energy_tutorial.ipynb @@ -2,7 +2,6 @@ "cells": [ { "cell_type": "markdown", - "id": "5eca7994-6fa1-44e1-b95c-fc8a0fecf7bd", "metadata": {}, "source": [ "A demonstration to calculate the Potential Energy Anomaly for Profile data.\n" @@ -10,7 +9,6 @@ }, { "cell_type": "markdown", - "id": "14277e0d-4dbc-4e0f-b3a2-6853dca66d46", "metadata": {}, "source": [ "### Relevant imports and filepath configuration" @@ -18,11 +16,12 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "c4773751-3544-4ebd-a795-cfe128b70743", + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ + "import os\n", + "os.chdir('../../../../')\n", "import coast\n", "import numpy as np\n", "from os import path\n", @@ -32,8 +31,7 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "780605fd-ae53-4ec5-b7fd-80b2a2ee07ea", + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -46,7 +44,6 @@ }, { "cell_type": "markdown", - "id": "5d3f6987-f05d-4a54-a932-e4bbf84becb1", "metadata": {}, "source": [ "### Loading data" @@ -54,8 +51,7 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "7677050c-775d-4172-9561-61c3c89aa77b", + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -74,7 +70,6 @@ }, { "cell_type": "markdown", - "id": "798994a1", "metadata": {}, "source": [ "If you are using EN4 data, you can use the process_en4() routine to apply quality control flags to the data (replacing with NaNs):" @@ -82,8 +77,7 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "58406dca", + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -93,7 +87,6 @@ }, { "cell_type": "markdown", - "id": "84a15c7b", "metadata": {}, "source": [ "### Inspect profile locations\n", @@ -102,9 +95,10 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "f5b2d233", - "metadata": {}, + "execution_count": 5, + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { @@ -122,7 +116,7 @@ "(
, )" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -133,7 +127,6 @@ }, { "cell_type": "markdown", - "id": "d3e75a6d", "metadata": {}, "source": [ "### Calculates Potential Energy Anomaly\n", @@ -144,8 +137,7 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "e70f5db2", + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -154,7 +146,24 @@ }, { "cell_type": "markdown", - "id": "3e056769", + "metadata": {}, + "source": [ + "Define a gridded object to supply the bathymetry" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "fn_nemo_dom = dn_files + \"coast_example_nemo_domain.nc\"\n", + "config_t = root + \"./config/example_nemo_grid_t.json\"\n", + "nemo = coast.Gridded(fn_domain=fn_nemo_dom, config=config_t)" + ] + }, + { + "cell_type": "markdown", "metadata": {}, "source": [ "Potential energy anomaly is calculated to a prescribed depth, Zmax:" @@ -162,8 +171,7 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "c49b40d3", + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -178,19 +186,20 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\jholt\\Anaconda3\\envs\\coast_dev\\lib\\site-packages\\dask\\core.py:119: RuntimeWarning: divide by zero encountered in divide\n", + "C:\\Users\\home\\anaconda3\\envs\\coast_dev\\lib\\site-packages\\dask\\core.py:119: RuntimeWarning: divide by zero encountered in divide\n", + " return func(*(_execute_task(a, cache) for a in args))\n", + "C:\\Users\\home\\anaconda3\\envs\\coast_dev\\lib\\site-packages\\dask\\core.py:119: RuntimeWarning: divide by zero encountered in divide\n", " return func(*(_execute_task(a, cache) for a in args))\n" ] } ], "source": [ "Zmax = 200 # metres\n", - "pa.calc_pea(profile, Zmax)" + "pa.calc_pea(profile, nemo, Zmax)" ] }, { "cell_type": "markdown", - "id": "74603291", "metadata": {}, "source": [ "In this calculation a number of steps happen within ProfileStratification: for a supplied Profile, first the vertical spacing is calculated\n", @@ -210,7 +219,6 @@ }, { "cell_type": "markdown", - "id": "8f897042-3697-4ddd-a812-04572500f0ec", "metadata": {}, "source": [ "## Make a plot\n", @@ -221,21 +229,12 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "a696835b", + "execution_count": 9, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\jholt\\Anaconda3\\envs\\coast_dev\\lib\\site-packages\\dask\\core.py:119: RuntimeWarning: divide by zero encountered in divide\n", - " return func(*(_execute_task(a, cache) for a in args))\n" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -251,23 +250,22 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "bb540223", + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -287,61 +285,34 @@ { "cell_type": "code", "execution_count": null, - "id": "85229256", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 1, - "id": "a37a8291", + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "C:\\Users\\jholt\\Documents\\GitHub\\COAsT\\example_scripts\\notebooks\n" - ] - } - ], - "source": [ - "cd ../../" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", - "execution_count": 2, - "id": "ca0c825f", + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "C:\\Users\\jholt\\Documents\\GitHub\\COAsT\n" - ] - } - ], - "source": [ - "cd ../../" - ] + "outputs": [], + "source": [] }, { "cell_type": "code", "execution_count": null, - "id": "25670a0f", "metadata": {}, "outputs": [], - "source": [ - "pwd" - ] + "source": [] }, { "cell_type": "code", "execution_count": null, - "id": "fd695e91", "metadata": {}, "outputs": [], "source": [] diff --git a/example_scripts/profile_test.py b/example_scripts/profile_test.py index e81723af..61c6a6f8 100644 --- a/example_scripts/profile_test.py +++ b/example_scripts/profile_test.py @@ -23,8 +23,8 @@ fn_grd_dom = "example_files/coast_example_nemo_domain.nc" fn_grd_cfg = "config/example_nemo_grid_t.json" nemo = coast.Gridded(fn_domain=fn_grd_dom, config=fn_grd_cfg) -profile.match_to_grid(nemo) -profile.gridded_to_profile_2d(nemo, "bathymetry") +#profile.match_to_grid(nemo) +#profile.gridded_to_profile_2d(nemo, "bathymetry") Zmax = 200 # metres pa.calc_pea(profile, nemo, Zmax)