{
"cells": [
{
"cell_type": "markdown",
"id": "f037fd25-b3cf-4cde-a591-8a856ce8fd13",
"metadata": {},
"source": [
"# How to save your model results"
]
},
{
"cell_type": "markdown",
"id": "adc693d5",
"metadata": {},
"source": [
"Hopefully you've managed to get some calculations run using PetThermoTools and are now thinking about how to best save your results so that you don't have to rerun the calculations everytime you come back to a notebook. In this example we'll run some basic crystallization calculations (the same as seen in the crystallization examples) and then go through three different ways to save your results!\n",
"\n",
"Data used in the calculations below can be downloaded from here: https://github.com/gleesonm1/PetThermoTools/blob/master/docs/Examples/CrystallisationTests/Fernandina_glass.xlsx"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "49d709f6-5b7f-4a0a-bdc7-5031ef5ca560",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"alphaMELTS for Python files successfully located.\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# If the alphaMELTS for Python files have not been added to your Python path (see installation guide) then use the two lines below to add\n",
"# the location of the alphaMELTS files here.\n",
"# import sys\n",
"# sys.path.append(r'C:\\Users\\penny\\Box\\Berkeley_new\\MELTS_Installation\\alphamelts_py\\alphamelts-py-2.3.1-win64')\n",
"\n",
"# Now run this and itll check you have added it properly\n",
"import petthermotools as ptt"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4497bb6d",
"metadata": {},
"outputs": [],
"source": [
"# Should be used to suppress outputs on MacOS - run twice\n",
"import platform\n",
"if platform.system() == \"Darwin\":\n",
" import sys\n",
" import os \n",
" sys.stdout = open(os.devnull, 'w')\n",
" sys.stderr = open(os.devnull, 'w')"
]
},
{
"cell_type": "markdown",
"id": "00cf288b-d00b-4dba-8e95-985874c5ec8d",
"metadata": {},
"source": [
"As in the main crystallization example we're going to run some fractional crystallization models using glass compositions from Isla Fernandina in the Galapagos Archipelago, where a series of melt inclusions (Koleszar et al. 2009) and matrix glasses (Peterson et al. 2017) provide us with plenty of glass data to constain the magmatic evolution of the sub-volcanic system. The melt inclusion and matrix glass data is included in a single excel spreadsheet that we can load in using Pandas. We can also split this DataFrame into two. One containing just the melt inclusion data, the second including just the matrix glass data."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "09f40231-5761-4cbe-8b86-a11b1696fa6b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Group \n",
" Latitude \n",
" Longitude \n",
" SiO2 \n",
" TiO2 \n",
" Al2O3 \n",
" FeOt \n",
" MnO \n",
" MgO \n",
" CaO \n",
" Na2O \n",
" K2O \n",
" P2O5 \n",
" H2O \n",
" CO2 \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" MG \n",
" -0.17 \n",
" -91.77 \n",
" 49.11 \n",
" 2.90 \n",
" 14.04 \n",
" 11.38 \n",
" 0.21 \n",
" 6.53 \n",
" 11.88 \n",
" 2.55 \n",
" 0.43 \n",
" 0.30 \n",
" 0.593 \n",
" 0.011442 \n",
" \n",
" \n",
" 1 \n",
" MG \n",
" -0.17 \n",
" -91.77 \n",
" 49.22 \n",
" 3.10 \n",
" 14.09 \n",
" 11.37 \n",
" 0.20 \n",
" 6.75 \n",
" 11.78 \n",
" 2.75 \n",
" 0.44 \n",
" 0.31 \n",
" 0.683 \n",
" 0.009890 \n",
" \n",
" \n",
" 2 \n",
" MG \n",
" -0.21 \n",
" -91.81 \n",
" 49.01 \n",
" 2.92 \n",
" 13.92 \n",
" 11.74 \n",
" 0.21 \n",
" 6.31 \n",
" 11.90 \n",
" 2.55 \n",
" 0.46 \n",
" 0.33 \n",
" 0.635 \n",
" 0.012210 \n",
" \n",
" \n",
" 3 \n",
" MG \n",
" -0.21 \n",
" -91.80 \n",
" 49.42 \n",
" 3.14 \n",
" 13.92 \n",
" 11.77 \n",
" 0.20 \n",
" 6.47 \n",
" 11.46 \n",
" 2.82 \n",
" 0.46 \n",
" 0.33 \n",
" 0.732 \n",
" 0.010531 \n",
" \n",
" \n",
" 4 \n",
" MG \n",
" -0.24 \n",
" -91.75 \n",
" 48.76 \n",
" 3.57 \n",
" 13.88 \n",
" 11.83 \n",
" 0.23 \n",
" 6.37 \n",
" 11.40 \n",
" 3.09 \n",
" 0.52 \n",
" 0.36 \n",
" 0.834 \n",
" 0.007797 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MG -0.17 -91.77 49.11 2.90 14.04 11.38 0.21 6.53 11.88 \n",
"1 MG -0.17 -91.77 49.22 3.10 14.09 11.37 0.20 6.75 11.78 \n",
"2 MG -0.21 -91.81 49.01 2.92 13.92 11.74 0.21 6.31 11.90 \n",
"3 MG -0.21 -91.80 49.42 3.14 13.92 11.77 0.20 6.47 11.46 \n",
"4 MG -0.24 -91.75 48.76 3.57 13.88 11.83 0.23 6.37 11.40 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.55 0.43 0.30 0.593 0.011442 \n",
"1 2.75 0.44 0.31 0.683 0.009890 \n",
"2 2.55 0.46 0.33 0.635 0.012210 \n",
"3 2.82 0.46 0.33 0.732 0.010531 \n",
"4 3.09 0.52 0.36 0.834 0.007797 "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_excel('Fernandina_glass.xlsx')\n",
"df = df.fillna(0)\n",
"\n",
"# split data based on the Group (Melt Inclusion or Matrix Glass)\n",
"MI = df.loc[df['Group'] == 'MI',:].reset_index(drop = True)\n",
"MG = df.loc[df['Group'] == 'MG',:].reset_index(drop = True)\n",
"\n",
"MG.head()"
]
},
{
"cell_type": "markdown",
"id": "f8d588ca-4d54-4b6e-bfcf-8fb872676ace",
"metadata": {},
"source": [
"We can then identify the most MgO rich composition for use as our starting composition"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d58cfa8a-3bee-4f7d-8431-567d2b8a95e4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Group \n",
" Latitude \n",
" Longitude \n",
" SiO2 \n",
" TiO2 \n",
" Al2O3 \n",
" FeOt \n",
" MnO \n",
" MgO \n",
" CaO \n",
" Na2O \n",
" K2O \n",
" P2O5 \n",
" H2O \n",
" CO2 \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" MI \n",
" 0.0 \n",
" 0.0 \n",
" 47.5 \n",
" 2.29 \n",
" 16.4 \n",
" 9.16 \n",
" 0.123 \n",
" 9.38 \n",
" 11.6 \n",
" 2.25 \n",
" 0.329 \n",
" 0.257 \n",
" 0.68 \n",
" 0.0280 \n",
" \n",
" \n",
" 1 \n",
" MI \n",
" 0.0 \n",
" 0.0 \n",
" 47.5 \n",
" 2.58 \n",
" 15.5 \n",
" 10.04 \n",
" 0.138 \n",
" 8.97 \n",
" 11.4 \n",
" 2.44 \n",
" 0.428 \n",
" 0.262 \n",
" 0.69 \n",
" 0.0630 \n",
" \n",
" \n",
" 2 \n",
" MI \n",
" 0.0 \n",
" 0.0 \n",
" 49.2 \n",
" 2.33 \n",
" 16.0 \n",
" 8.67 \n",
" 0.147 \n",
" 8.94 \n",
" 12.0 \n",
" 1.78 \n",
" 0.005 \n",
" 0.094 \n",
" 0.78 \n",
" 0.0004 \n",
" \n",
" \n",
" 3 \n",
" MI \n",
" 0.0 \n",
" 0.0 \n",
" 48.4 \n",
" 2.50 \n",
" 15.7 \n",
" 9.07 \n",
" 0.139 \n",
" 8.88 \n",
" 11.6 \n",
" 2.18 \n",
" 0.398 \n",
" 0.326 \n",
" 0.69 \n",
" 0.0126 \n",
" \n",
" \n",
" 4 \n",
" MI \n",
" 0.0 \n",
" 0.0 \n",
" 48.1 \n",
" 2.46 \n",
" 15.3 \n",
" 8.96 \n",
" 0.153 \n",
" 8.82 \n",
" 12.1 \n",
" 2.34 \n",
" 0.325 \n",
" 0.387 \n",
" 0.88 \n",
" 0.4986 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MI 0.0 0.0 47.5 2.29 16.4 9.16 0.123 9.38 11.6 \n",
"1 MI 0.0 0.0 47.5 2.58 15.5 10.04 0.138 8.97 11.4 \n",
"2 MI 0.0 0.0 49.2 2.33 16.0 8.67 0.147 8.94 12.0 \n",
"3 MI 0.0 0.0 48.4 2.50 15.7 9.07 0.139 8.88 11.6 \n",
"4 MI 0.0 0.0 48.1 2.46 15.3 8.96 0.153 8.82 12.1 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.25 0.329 0.257 0.68 0.0280 \n",
"1 2.44 0.428 0.262 0.69 0.0630 \n",
"2 1.78 0.005 0.094 0.78 0.0004 \n",
"3 2.18 0.398 0.326 0.69 0.0126 \n",
"4 2.34 0.325 0.387 0.88 0.4986 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"MI = MI.sort_values('MgO', ascending = False, ignore_index = True)\n",
"MI.head()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5da77a80-a76a-49ab-85ea-6aa28caf30b6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Group MI\n",
"Latitude 0.0\n",
"Longitude 0.0\n",
"SiO2 47.5\n",
"TiO2 2.29\n",
"Al2O3 16.4\n",
"FeOt 9.16\n",
"MnO 0.123\n",
"MgO 9.38\n",
"CaO 11.6\n",
"Na2O 2.25\n",
"K2O 0.329\n",
"P2O5 0.257\n",
"H2O 0.68\n",
"CO2 0.028\n",
"Name: 0, dtype: object"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"starting_comp = MI.loc[0]\n",
"starting_comp"
]
},
{
"cell_type": "markdown",
"id": "8031b333-bc47-412a-b870-bd3cf750e752",
"metadata": {},
"source": [
"We can now perform crystallisation calculations. These calculations are run using rhyoliteMELTSv1.2.0 (we have some CO$_2$ in the starting composition), start at the liquidus and end at 1100$^o$C. The calculations are also run at 1 log unit below the FMQ buffer. By specifying Frac_solid = True, we inform PetThermoTools that we want to perform a fractional (rather than equilibrium) crystallisation scenario. In this example I'm only going to run a single calculation at a pressure of 2000 bars."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "6cf1e49f-28d0-4988-b950-f837c3a4dfb9",
"metadata": {},
"outputs": [],
"source": [
"Isobaric_Xtal = ptt.isobaric_crystallisation(Model = \"MELTSv1.2.0\",\n",
" bulk = starting_comp,\n",
" find_liquidus = True,\n",
" P_bar = 2000,\n",
" T_end_C = 1100,\n",
" dt_C = 2,\n",
" fO2_buffer = \"FMQ\",\n",
" fO2_offset = -1.0,\n",
" Frac_solid = True,\n",
" Frac_fluid = True)"
]
},
{
"cell_type": "markdown",
"id": "c957b54d",
"metadata": {},
"source": [
"There are a couple of ways to save this calculation. Remember, for a single calculation the results are returned as a Dictionary with individual DataFrames for each phase etc. but there is also the \"All\" DataFrame which combines all the information into one larger DataFrame. One of the easiest ways to export the results is to copy this \"All\" DataFrame to an excel file."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "7ff47267",
"metadata": {},
"outputs": [],
"source": [
"Isobaric_Xtal[\"All\"].to_excel(\"All_output.xlsx\")"
]
},
{
"cell_type": "markdown",
"id": "ac368e7d",
"metadata": {},
"source": [
"However this only saves the one DataFrame, which while useful and interesting, potentially is a little too large/complex for users to easily extract the information they need. Instead, one potential option is to export every DataFrame in the output dictionary to a different sheet of an Excel file (i.e., imagine the excel file as the overall dictionary with each sheet representing one of the output DataFrames). This can easily be done using the code cell below. In later versions of PetThermoTools I intend to build this in as a function."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "f625a267",
"metadata": {},
"outputs": [],
"source": [
"import re\n",
"\n",
"file_path = \"isobaric_xtal.xlsx\"\n",
"\n",
"invalid_chars = r'[\\[\\]\\:\\*\\?\\/\\\\]'\n",
"\n",
"def clean_sheet_name(name):\n",
" clean_name = re.sub(invalid_chars, \"_\", name)\n",
" return clean_name[:31]\n",
"\n",
"with pd.ExcelWriter(file_path) as writer:\n",
" for original_key, data in Isobaric_Xtal.items():\n",
" sheet_name = clean_sheet_name(original_key)\n",
" if type(data) != dict:\n",
" data.to_excel(writer, sheet_name=sheet_name)"
]
},
{
"cell_type": "markdown",
"id": "e0a13e60",
"metadata": {},
"source": [
"One of the reasons for building this as a function is that we have to make a small name change to one of the variables: `rho_kg/m3` becomes `rho_kg_m3` as the '/' is not allowed in the sheet name. Once this is built as a function I'll also develop a load function that allows you to import excel files exported in this manner and 'corrects' the key for the rho DataFrame.\n",
"\n",
"Until then, you can reload this model easily using Pandas:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "86755eae",
"metadata": {},
"outputs": [],
"source": [
"reload_isobaric_xtal = pd.read_excel(\"isobaric_xtal.xlsx\", sheet_name=None)"
]
},
{
"cell_type": "markdown",
"id": "cdc084b6",
"metadata": {},
"source": [
"and examine the results using the harker function:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "1703c2ee",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
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" ],\n",
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" dtype=object))"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ptt.harker(Results = reload_isobaric_xtal, data = {'MI': MI, 'Matrix Glasses': MG},\n",
" d_color = ['b','red'])"
]
},
{
"cell_type": "markdown",
"id": "c8250b89",
"metadata": {},
"source": [
"## What about calculations with multiple models?"
]
},
{
"cell_type": "markdown",
"id": "448f51e7",
"metadata": {},
"source": [
"When running multiple models the output options are similar. You could use the code above to generate a new excel file for every calculation that you run. However, if you're running 10s to 100s of calculations this can get quite messy quite quickly! For cases when you're running large numbers of calculations I instead suggest that you use `pickle` to export (and reload) the results:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "d47abfa7",
"metadata": {},
"outputs": [],
"source": [
"Isobaric_Xtal_multi = ptt.isobaric_crystallisation(Model = \"MELTSv1.2.0\",\n",
" bulk = starting_comp,\n",
" find_liquidus = True,\n",
" P_bar = [500,1000,2000,4000],\n",
" T_end_C = 1100,\n",
" dt_C = 2,\n",
" fO2_buffer = \"FMQ\",\n",
" fO2_offset = -1.0,\n",
" Frac_solid = True,\n",
" Frac_fluid = True,\n",
" label = \"P_bar\")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "d2c2509a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['P = 500.0 bars', 'P = 1000.0 bars', 'P = 2000.0 bars', 'P = 4000.0 bars'])"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Isobaric_Xtal_multi.keys()"
]
},
{
"cell_type": "markdown",
"id": "21e42c6b",
"metadata": {},
"source": [
"Running the cell below will export all 4 calculations performed above as a single .pkl file"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "d6ff3707",
"metadata": {},
"outputs": [],
"source": [
"import pickle\n",
"\n",
"with open('multi_xtal.pkl', 'wb') as f:\n",
" pickle.dump(Isobaric_Xtal_multi, f)\n",
" "
]
},
{
"cell_type": "markdown",
"id": "ec546d0b",
"metadata": {},
"source": [
"and to 'reload' it:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "15173a8c",
"metadata": {},
"outputs": [],
"source": [
"with open('multi_xtal.pkl', 'rb') as f:\n",
" reload_isobaric_multi = pickle.load(f)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "79bc2f03",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
" array([[,\n",
" ,\n",
" ],\n",
" [,\n",
" ,\n",
" ],\n",
" [, , ]],\n",
" dtype=object))"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ptt.harker(Results = reload_isobaric_multi, data = {'MI': MI, 'Matrix Glasses': MG},\n",
" d_color = ['b','red'])"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}