From cf286c675b324904921375cbfaa0e7b53c4cc529 Mon Sep 17 00:00:00 2001 From: Cian Hughes Date: Fri, 2 Feb 2024 09:38:42 +0000 Subject: [PATCH] First commit (yeah, its a mess) --- .gitignore | 79 + 0-100abs.jl | 24 + 0-100test.jl | 39 + 20nm.jl | 28 + Project.toml | 9 + abs.csv | 4096 +++++++++++++++++ abstest.jl | 37 + data/materials.h5 | Bin 0 -> 11456 bytes prof.ipynb | 3594 +++++++++++++++ scratch.ipynb | 1758 +++++++ src/miemfp.jl | 390 ++ src/nanoconc.jl | 324 ++ src/quantumcalc.jl | 196 + test/data/Main.nanoconc.abspredict.ser | Bin 0 -> 67122 bytes test/data/Main.nanoconc.loadmaterial.ser | Bin 0 -> 1324 bytes test/data/Main.nanoconc.miemfp.bhmie.ser | Bin 0 -> 11157639 bytes test/data/Main.nanoconc.miemfp.mfp.ser | Bin 0 -> 4866137 bytes test/data/Main.nanoconc.miemfp.qbare.ser | Bin 0 -> 801913 bytes test/data/Main.nanoconc.qpredict.ser | Bin 0 -> 67100 bytes .../Main.nanoconc.quantumcalc.attencoeff.ser | Bin 0 -> 155713 bytes .../Main.nanoconc.quantumcalc.attentoabs.ser | Bin 0 -> 192579 bytes .../Main.nanoconc.quantumcalc.numtomol.ser | Bin 0 -> 118847 bytes .../Main.nanoconc.quantumcalc.predictabs.ser | Bin 0 -> 229445 bytes test/miemfp_tests.jl | 31 + test/nanoconc_tests.jl | 24 + test/quantumcalc_tests.jl | 38 + test/runtests.jl | 8 + test/testutils.jl | 25 + val_data/size/AG_RES_1.xlsx | Bin 0 -> 59652 bytes val_data/size/AG_RES_10.xlsx | Bin 0 -> 69305 bytes val_data/size/AG_RES_11.xlsx | Bin 0 -> 67811 bytes val_data/size/AG_RES_12.xlsx | Bin 0 -> 68781 bytes val_data/size/AG_RES_13.xlsx | Bin 0 -> 68402 bytes val_data/size/AG_RES_14.xlsx | Bin 0 -> 71619 bytes val_data/size/AG_RES_15.xlsx | Bin 0 -> 69798 bytes val_data/size/AG_RES_16.xlsx | Bin 0 -> 68888 bytes val_data/size/AG_RES_17.xlsx | Bin 0 -> 69494 bytes val_data/size/AG_RES_2.xlsx | Bin 0 -> 68990 bytes val_data/size/AG_RES_3.xlsx | Bin 0 -> 70407 bytes val_data/size/AG_RES_4.xlsx | Bin 0 -> 69161 bytes val_data/size/AG_RES_5.xlsx | Bin 0 -> 68788 bytes val_data/size/AG_RES_6.xlsx | Bin 0 -> 69217 bytes val_data/size/AG_RES_7.xlsx | Bin 0 -> 70769 bytes val_data/size/AG_RES_8.xlsx | Bin 0 -> 67080 bytes val_data/size/AG_RES_9.xlsx | Bin 0 -> 27382 bytes .../uv-vis/.~lock.UV VIS_Rasodyne _1.xlsx# | 1 + val_data/uv-vis/Ag_17092021/.~lock.AG1.xlsx# | 1 + val_data/uv-vis/Ag_17092021/AG1.xlsx | Bin 0 -> 71180 bytes val_data/uv-vis/Ag_17092021/AG10.xlsx | Bin 0 -> 163251 bytes val_data/uv-vis/Ag_17092021/AG11.xlsx | Bin 0 -> 169177 bytes val_data/uv-vis/Ag_17092021/AG12.xlsx | Bin 0 -> 172325 bytes val_data/uv-vis/Ag_17092021/AG13.xlsx | Bin 0 -> 167198 bytes val_data/uv-vis/Ag_17092021/AG14.xlsx | Bin 0 -> 164591 bytes val_data/uv-vis/Ag_17092021/AG15.xlsx | Bin 0 -> 165213 bytes val_data/uv-vis/Ag_17092021/AG16.xlsx | Bin 0 -> 167412 bytes val_data/uv-vis/Ag_17092021/AG17.xlsx | Bin 0 -> 166059 bytes val_data/uv-vis/Ag_17092021/AG2.xlsx | Bin 0 -> 84646 bytes val_data/uv-vis/Ag_17092021/AG3.xlsx | Bin 0 -> 94566 bytes val_data/uv-vis/Ag_17092021/AG4.xlsx | Bin 0 -> 104186 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100644 prof.ipynb create mode 100644 scratch.ipynb create mode 100755 src/miemfp.jl create mode 100755 src/nanoconc.jl create mode 100755 src/quantumcalc.jl create mode 100644 test/data/Main.nanoconc.abspredict.ser create mode 100644 test/data/Main.nanoconc.loadmaterial.ser create mode 100644 test/data/Main.nanoconc.miemfp.bhmie.ser create mode 100644 test/data/Main.nanoconc.miemfp.mfp.ser create mode 100644 test/data/Main.nanoconc.miemfp.qbare.ser create mode 100644 test/data/Main.nanoconc.qpredict.ser create mode 100644 test/data/Main.nanoconc.quantumcalc.attencoeff.ser create mode 100644 test/data/Main.nanoconc.quantumcalc.attentoabs.ser create mode 100644 test/data/Main.nanoconc.quantumcalc.numtomol.ser create mode 100644 test/data/Main.nanoconc.quantumcalc.predictabs.ser create mode 100644 test/miemfp_tests.jl create mode 100644 test/nanoconc_tests.jl create mode 100644 test/quantumcalc_tests.jl create mode 100644 test/runtests.jl create mode 100644 test/testutils.jl create mode 100644 val_data/size/AG_RES_1.xlsx create mode 100644 val_data/size/AG_RES_10.xlsx create mode 100644 val_data/size/AG_RES_11.xlsx create mode 100644 val_data/size/AG_RES_12.xlsx create mode 100644 val_data/size/AG_RES_13.xlsx create mode 100644 val_data/size/AG_RES_14.xlsx create mode 100644 val_data/size/AG_RES_15.xlsx create mode 100644 val_data/size/AG_RES_16.xlsx create mode 100644 val_data/size/AG_RES_17.xlsx create mode 100644 val_data/size/AG_RES_2.xlsx create mode 100644 val_data/size/AG_RES_3.xlsx create mode 100644 val_data/size/AG_RES_4.xlsx create mode 100644 val_data/size/AG_RES_5.xlsx create mode 100644 val_data/size/AG_RES_6.xlsx create mode 100644 val_data/size/AG_RES_7.xlsx create mode 100644 val_data/size/AG_RES_8.xlsx create mode 100644 val_data/size/AG_RES_9.xlsx create mode 100644 val_data/uv-vis/.~lock.UV VIS_Rasodyne _1.xlsx# create mode 100644 val_data/uv-vis/Ag_17092021/.~lock.AG1.xlsx# create mode 100644 val_data/uv-vis/Ag_17092021/AG1.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG10.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG11.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG12.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG13.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG14.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG15.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG16.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG17.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG2.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG3.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG4.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG5.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG6.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG7.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG8.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG9.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG_PLAL.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/AG_PLAL_20TIMES DILUTED.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/LASIS_Silver_16112020_1_Ag1.xlsx create mode 100644 val_data/uv-vis/Ag_17092021/~$AG1.xlsx create mode 100644 val_data/uv-vis/UV-Vis.OPJ create mode 100644 val_data/uv-vis/uv-vis.xlsx create mode 100644 validation.ipynb diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..aedf0ec --- /dev/null +++ b/.gitignore @@ -0,0 +1,79 @@ +# vscode .gitignore +.vscode/* +!.vscode/settings.json +!.vscode/tasks.json +!.vscode/launch.json +!.vscode/extensions.json +!.vscode/*.code-snippets + +# Local History for Visual Studio Code +.history/ + +# Built Visual Studio Code Extensions +*.vsix + +# julia .gitignore +# Files generated by invoking Julia with --code-coverage +*.jl.cov +*.jl.*.cov + +# Files generated by invoking Julia with --track-allocation +*.jl.mem + +# System-specific files and directories generated by the BinaryProvider and BinDeps packages +# They contain absolute paths specific to the host computer, and so should not be committed +deps/deps.jl +deps/build.log +deps/downloads/ +deps/usr/ +deps/src/ + +# Build artifacts for creating documentation generated by the Documenter package +docs/build/ +docs/site/ + +# File generated by Pkg, the package manager, based on a corresponding Project.toml +# It records a fixed state of all packages used by the project. As such, it should not be +# committed for packages, but should be committed for applications that require a static +# environment. +Manifest.toml + +# fortran .gitignore +# Prerequisites +*.d + +# Compiled Object files +*.slo +*.lo +*.o +*.obj + +# Precompiled Headers +*.gch +*.pch + +# Compiled Dynamic libraries +*.so +*.dylib +*.dll + +# Fortran module files +*.mod +*.smod + +# Compiled Static libraries +*.lai +*.la +*.a +*.lib + +# Executables +*.exe +*.out +*.app + +# Project specific gitignores +# Original notes from when developing +notes/* +# My terrible, newbie attempt at version control (yes, shouldve jsut learned git) +backups/* \ No newline at end of file diff --git a/0-100abs.jl b/0-100abs.jl new file mode 100755 index 0000000..5493a13 --- /dev/null +++ b/0-100abs.jl @@ -0,0 +1,24 @@ +include("nanoconc.jl") +using PyPlot + +particledata = ([2.5 1.], + [5. 1.], + [10. 1.], + [20. 1.], + [30. 1.], + [40. 1.], + [50. 1.], + [60. 1.], + [70. 1.], + [80. 1.], + [90. 1.], + [100. 1.]) + +mat = nanoconc.loadmaterial("Gold",disp=false) +predict(x) = nanoconc.abspredict(1.333,250.,900.,0x00001000,x,mat,1000.,1.) +spectra = predict.(particledata) + +for spectrum in spectra + plot(spectrum[:,1],spectrum[:,2]) +end +show() diff --git a/0-100test.jl b/0-100test.jl new file mode 100755 index 0000000..45d1b13 --- /dev/null +++ b/0-100test.jl @@ -0,0 +1,39 @@ +println("\nImporting modules...") + +include("nanoconc.jl") +using PyPlot +using JLD2 + +println("Loading parameters...") + +particledata = ([2.5 1.], + [5. 1.], + [10. 1.], + [20. 1.], + [30. 1.], + [40. 1.], + [50. 1.], + [60. 1.], + [70. 1.], + [80. 1.], + [90. 1.], + [100. 1.]) + +mat = nanoconc.loadmaterial("Gold",disp=false) +predict(x) = nanoconc.qpredict(1.333,250.,900.,0x00001000,x,mat) +println("Calculating spectra...") +print("Calculation time: ") + +@time spectra = predict.(particledata) + +println("Saving output...") + +println("Plotting spectra...") + +for spectrum in spectra + plot(spectrum[:,1],spectrum[:,2]) +end +println("Displaying spectra...") +println("Script complete!") +show() +println() diff --git a/20nm.jl b/20nm.jl new file mode 100755 index 0000000..b70df0f --- /dev/null +++ b/20nm.jl @@ -0,0 +1,28 @@ +println("\nImporting modules...") + +include("nanoconc.jl") +using PyPlot + +println("Loading parameters...") + +particledata = [20. 1.] + +mat = nanoconc.loadmaterial("Gold",disp=false) +predict(x) = nanoconc.abspredict(1.333,450.,650.,0x00001000,x,mat,1000.,1.) + +println("Calculating spectra...") +print("Calculation time: ") + +@time spectrum = predict(particledata) + +println("Finding lambda max...") +#println("\nDebug data:\nfindmax = $(findmax(spectrum[:,2]))\nmaxind = $(findmax(spectrum[:,2])[2])") +lmax = spectrum[findmax(spectrum[:,2])[2],1] +println("lambda max = $(lmax)") + +println("Plotting spectra...") + +plot(spectrum[:,1],spectrum[:,2]) +println("Displaying spectra...") +show() +println("Script complete!") diff --git a/Project.toml b/Project.toml new file mode 100644 index 0000000..10dc913 --- /dev/null +++ b/Project.toml @@ -0,0 +1,9 @@ +[deps] +CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" +DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" +HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f" +Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" +Memoize = "c03570c3-d221-55d1-a50c-7939bbd78826" +Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" +QuadGK = "1fd47b50-473d-5c70-9696-f719f8f3bcdc" +XLSX = "fdbf4ff8-1666-58a4-91e7-1b58723a45e0" diff --git a/abs.csv b/abs.csv new file mode 100644 index 0000000..071bc95 --- /dev/null +++ b/abs.csv @@ -0,0 +1,4096 @@ +250.0,6.4050393630165585 +250.15873015873015,6.405198375455386 +250.31746031746033,6.405356613579415 +250.47619047619048,6.405514076029071 +250.63492063492063,6.405670761444101 +250.79365079365078,6.405826668463598 +250.95238095238096,6.405981795726015 +251.11111111111111,6.406136141869198 +251.26984126984127,6.406289705530403 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+899.6825396825396,4.627116172936466 +899.8412698412699,4.626873725748711 +900.0,4.626631351906675 diff --git a/abstest.jl b/abstest.jl new file mode 100755 index 0000000..b0e391b --- /dev/null +++ b/abstest.jl @@ -0,0 +1,37 @@ +println("\nImporting modules...") + +include("src/nanoconc.jl") +using CSV +using DataFrames +using Profile, ProfileVega + +println("Loading parameters...") + +refmed = 1.333 # refractive index of the medium +wavel1, wavel2 = 250., 900. # wavelengths to calculate between +numval = 0x00001000 # number of values to calculate in spectrum +particledata = [2.5 1.; + 5. 1.; + 10. 1.; + 20. 1.; + 30. 1.; + 40. 1.; + 50. 1.; + 60. 1.; + 70. 1.; + 80. 1.; + 90. 1.; + 100. 1.] +materialdata = nanoconc.loadmaterial("Gold",disp=false) +ppml = 10000. # particles per ml nanoconc.quantumcalc.numtomol(ppml) -> conc +d0 = 1. # path length +params = (refmed,wavel1,wavel2,numval,particledata,materialdata,ppml,d0) +spectrum = nanoconc.abspredict(params...) + +println("Calculating absorbance spectrum...") +print("Calculation time: ") + +@time spectrum = nanoconc.abspredict(params...) +CSV.write("abs.csv", DataFrame(spectrum, :auto), writeheader=false) + +# @profview nanoconc.abspredict(params...) diff --git a/data/materials.h5 b/data/materials.h5 new file mode 100755 index 0000000000000000000000000000000000000000..47b49f00006942860ca3921188223066e933d078 GIT binary patch literal 11456 zcmeI2dr*{B6u>`rkpQs}8QAr431K5!yaflCR)kDNqU*MdhQOuF{^^qSO_AhEixk21r3t0N1r8eK^^V z3&e&rY9BWyB}FbO_7zELRs7F0kd`uNl$?Tzl!suF$23$RAwO&KB|2mAi9Q4P^D1nT z;Q%RG*bC5LgO;qvlk}~(72{j#K*E@r)VI0Rx1KsS6KhMJY#X^kp!fb56QH1TWb5It{rE&An&d_(U zf7E=Gaqpo%bpeiF`##FR4^VDgi2b%L!uqd^QI>v!Qd&xK8OkHeQAV#uIb=P1J96jH zYejbGRD5&vzLy*@V_@i|O?eJTyH>2!6R`2##iH&o8{(BH6TYFxzpv9lDHb$p5R}Itm+m^Krw8Ma_Z+^VeY=>C~Hni`3 z#STjTJQoTpy2U%;ii_oD8qTRVDhXBjo}RKMKF`1{ z{15-IW0%|Ov+w6O&+ovqhUR-~`()xmmbl+Waa;BIe#g(LtM{BZI^k8HxHUNMBEO?? z)E(e{aYwD?rC@oFm!;32YBlEBj25%hif``ZZLzY+9HTcF%~`svOk1YTV6~WZ!z|h6 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modules...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading parameters...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calculating absorbance spectrum...\n", + "Calculation time: " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0.325362 seconds (5.42 M allocations: 455.666 MiB, 15.68% gc time)\n" + ] + }, + { + "data": { + "application/vnd.vegalite.v4+json": { + "data": { + "values": [ + { + "level": 0, + "sf": "ip:0x0", + "status": "Runtime dispatch", + "x1": 1, + "x2": 304.9 + }, + { + "level": 1, + "sf": "(::Base.Threads.var\"#1#2\"{Main.nanoconc.miemfp.var\"#77#threadsfor_fun#20\"{Main.nanoconc.miemfp.var\"#77#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, 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", + "image/svg+xml": [ + "\n", + "\n", + "DefaultGarbage collectionRuntime dispatchProfile Results\n" + ], + "text/plain": [ + "@vlplot(\n", + " mark={\n", + " type=\"rect\",\n", + " stroke=\"#505050\"\n", + " },\n", + " transform=[\n", + " {\n", + " calculate=\"datum.level+0.9\",\n", + " as=\"level2\"\n", + " }\n", + " ],\n", + " selection={\n", + " grid={\n", + " type=\"interval\",\n", + " bind=\"scales\"\n", + " },\n", + " highlight={\n", + " type=\"single\",\n", + " on=\"mouseover\",\n", + " empty=\"none\"\n", + " },\n", + " select={\n", + " type=\"multi\",\n", + " empty=\"none\"\n", + " }\n", + " },\n", + " width=800,\n", + " height=400,\n", + " title=\"Profile Results\",\n", + " encoding={\n", + " x={\n", + " axis=nothing,\n", + " field=\"x1\"\n", + " },\n", + " x2={\n", + " field=\"x2\"\n", + " },\n", + " y={\n", + " axis=nothing,\n", + " field=\"level\",\n", + " type=\"quantitative\"\n", + " },\n", + " y2={\n", + " field=\"level2\",\n", + " type=\"quantitative\"\n", + " },\n", + " fillOpacity={\n", + " condition=[\n", + " {\n", + " selection=\"highlight\",\n", + " value=0.6\n", + " },\n", + " {\n", + " selection=\"select\",\n", + " value=0.5\n", + " }\n", + " ],\n", + " value=1\n", + " },\n", + " strokeWidth={\n", + " condition=[\n", + " {\n", + " selection=\"highlight\",\n", + " value=0.5\n", + " },\n", + " {\n", + " selection=\"select\",\n", + " value=0.5\n", + " }\n", + " ],\n", + " value=0\n", + " },\n", + " color={\n", + " legend={\n", + " title=nothing,\n", + " orient=\"bottom\"\n", + " },\n", + " field=\"status\",\n", + " type=\"nominal\"\n", + " },\n", + " tooltip={\n", + " field=\"sf\"\n", + " }\n", + " },\n", + " data={\n", + " values=...\n", + " }\n", + ")" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "println(\"\\nImporting modules...\")\n", + "\n", + "include(\"src/nanoconc.jl\")\n", + "using CSV\n", + "using DataFrames\n", + "using Profile, ProfileVega\n", + "\n", + "println(\"Loading parameters...\")\n", + "\n", + "refmed = 1.333 # refractive index of the medium\n", + "wavel1, wavel2 = 250.0, 900.0 # wavelengths to calculate between\n", + "numval = 0x00001000 # number of values to calculate in spectrum\n", + "particledata = [2.5 1.0\n", + " 5.0 1.0\n", + " 10.0 1.0\n", + " 20.0 1.0\n", + " 30.0 1.0\n", + " 40.0 1.0\n", + " 50.0 1.0\n", + " 60.0 1.0\n", + " 70.0 1.0\n", + " 80.0 1.0\n", + " 90.0 1.0\n", + " 100.0 1.0]\n", + "materialdata = nanoconc.loadmaterial(\"Gold\", disp=false)\n", + "ppml = 10000.0 # particles per ml nanoconc.quantumcalc.numtomol(ppml) -> conc\n", + "d0 = 1.0 # path length\n", + "params = (refmed, wavel1, wavel2, numval, particledata, materialdata, ppml, d0)\n", + "spectrum = nanoconc.abspredict(params...)\n", + "\n", + "println(\"Calculating absorbance spectrum...\")\n", + "print(\"Calculation time: \")\n", + "\n", + "@time spectrum = nanoconc.abspredict(params...)\n", + "CSV.write(\"abs.csv\", DataFrame(spectrum, :auto), writeheader=false)\n", + "\n", + "ProfileVega.@profview nanoconc.abspredict(params...)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.9.1", + "language": "julia", + "name": "julia-1.9" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.9.1" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scratch.ipynb b/scratch.ipynb new file mode 100644 index 0000000..4f128a7 --- /dev/null +++ b/scratch.ipynb @@ -0,0 +1,1758 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Main.nanoconc" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "using Serialization\n", + "\n", + "include(\"src/nanoconc.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.abspredict(::Float64, ::Float64, ::Float64, ::UInt32, ::Matrix{Float64}, ::Tuple{Float64, Float64, Float64, Matrix{Float64}}, ::Float64, ::Float64)\n", + " from abspredict(\u001b[90mrefmed\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mwavel1\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mwavel2\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mnumval\u001b[39m::\u001b[1mUInt32\u001b[22m, \u001b[90mparticledata\u001b[39m::\u001b[1mMatrix\u001b[22m\u001b[0m{Float64}, \u001b[90mmaterialdata\u001b[39m::\u001b[1mTuple\u001b[22m\u001b[0m{Float64, Float64, Float64, Matrix{Float64}}, \u001b[90mppml\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90md0\u001b[39m::\u001b[1mFloat64\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mnanoconc.jl:264\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.abspredict)\u001b[39m\n", + " refmed\u001b[36m::Float64\u001b[39m\n", + " wavel1\u001b[36m::Float64\u001b[39m\n", + " wavel2\u001b[36m::Float64\u001b[39m\n", + " numval\u001b[36m::UInt32\u001b[39m\n", + " particledata\u001b[36m::Matrix{Float64}\u001b[39m\n", + " materialdata\u001b[36m::Tuple{Float64, Float64, Float64, Matrix{Float64}}\u001b[39m\n", + " ppml\u001b[36m::Float64\u001b[39m\n", + " d0\u001b[36m::Float64\u001b[39m\n", + "Locals\n", + " predict\u001b[36m::Main.nanoconc.var\"#predict#22\"{Matrix{Float64}, Float64, Float64}\u001b[39m\n", + " data\u001b[36m::Matrix{Float64}\u001b[39m\n", + "Body\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Core.apply_type(Main.nanoconc.Array, Main.nanoconc.Float64, 2)\u001b[36m::Core.Const(Matrix{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m (data = Main.nanoconc.qpredict(refmed, wavel1, wavel2, numval, particledata, materialdata))\n", + "\u001b[90m│ \u001b[39m %3 = Main.nanoconc.:(var\"#predict#22\")\u001b[36m::Core.Const(Main.nanoconc.var\"#predict#22\")\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = Core.typeof(particledata)\u001b[36m::Core.Const(Matrix{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Core.typeof(ppml)\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %6 = Core.typeof(d0)\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %7 = Core.apply_type(%3, %4, %5, %6)\u001b[36m::Core.Const(Main.nanoconc.var\"#predict#22\"{Matrix{Float64}, Float64, Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m (predict = %new(%7, particledata, ppml, d0))\n", + "\u001b[90m│ \u001b[39m %9 = predict\u001b[36m::Main.nanoconc.var\"#predict#22\"{Matrix{Float64}, Float64, Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %10 = Base.getindex(data, Main.nanoconc.:(:), 2)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %11 = Base.broadcasted(%9, %10)\u001b[36m::Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1}, Nothing, Main.nanoconc.var\"#predict#22\"{Matrix{Float64}, Float64, Float64}, Tuple{Vector{Float64}}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %12 = Base.materialize(%11)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m Base.setindex!(data, %12, Main.nanoconc.:(:), 2)\n", + "\u001b[90m│ \u001b[39m %14 = Base.convert(%1, data)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %15 = Core.typeassert(%14, %1)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %15\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.abspredict.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.abspredict(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + }, + { + "ename": "LoadError", + "evalue": "LoadError: UndefVarError: `@code_warntype` not defined\nin expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/miemfp.jl:318\nin expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/miemfp.jl:1\nin expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/nanoconc.jl:1", + "output_type": "error", + "traceback": [ + "LoadError: UndefVarError: `@code_warntype` not defined\n", + "in expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/miemfp.jl:318\n", + "in expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/miemfp.jl:1\n", + "in expression starting at /home/cianh/Programming/Work_Projects/nanoconc/src/nanoconc.jl:1\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.miemfp.mfp.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.miemfp.mfp(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.miemfp.qbare(::Float64, ::Float64, ::UInt32, ::UInt32, ::Float64, ::Float64, ::Float64, ::Float64, ::Float64, ::Matrix{Float64})\n", + " from qbare(\u001b[90mwavel1\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mwavel2\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mnumval\u001b[39m::\u001b[1mUInt32\u001b[22m, \u001b[90mscangles\u001b[39m::\u001b[1mUInt32\u001b[22m, \u001b[90mrefmed\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mradcore\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90momp\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mom0\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mfv\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mrefcore\u001b[39m::\u001b[1mMatrix\u001b[22m\u001b[0m{Float64})\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.miemfp\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mmiemfp.jl:320\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.miemfp.qbare)\u001b[39m\n", + " wavel1\u001b[36m::Float64\u001b[39m\n", + " wavel2\u001b[36m::Float64\u001b[39m\n", + " numval\u001b[36m::UInt32\u001b[39m\n", + " scangles\u001b[36m::UInt32\u001b[39m\n", + " refmed\u001b[36m::Float64\u001b[39m\n", + " radcore\u001b[36m::Float64\u001b[39m\n", + " omp\u001b[36m::Float64\u001b[39m\n", + " om0\u001b[36m::Float64\u001b[39m\n", + " fv\u001b[36m::Float64\u001b[39m\n", + " refcore\u001b[36m::Matrix{Float64}\u001b[39m\n", + "Locals\n", + " interp_pair\u001b[36m::Main.nanoconc.miemfp.InterpolationPair\u001b[39m\n", + " qarray\u001b[36m::Matrix{Float64}\u001b[39m\n", + " wavelengths\u001b[36m::StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}\u001b[39m\n", + " interp_ref_rn\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n", + " interp_ref_rk\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n", + " map_fn\u001b[36m::Main.nanoconc.miemfp._bhmie\u001b[39m\n", + " threadsfor_fun\u001b[36m::Main.nanoconc.miemfp.var\"#957#threadsfor_fun#20\"{Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}}\u001b[39m\n", + " val\u001b[36m::Nothing\u001b[39m\n", + " mfp_fn\u001b[36m::Main.nanoconc.miemfp._mfp\u001b[39m\n", + " threadsfor_fun#19\u001b[36m::Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}\u001b[39m\n", + " range\u001b[36m::UnitRange{UInt32}\u001b[39m\n", + "Body\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Core.apply_type(Main.nanoconc.miemfp.Matrix, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Matrix{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Main.nanoconc.miemfp._calc_delta_wl(wavel1, wavel2, numval)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = (wavel1:%2:wavel2)\u001b[36m::StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = Core.apply_type(Main.nanoconc.miemfp.StepRangeLen, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(StepRangeLen{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Base.convert(%4, %3)\u001b[36m::StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (wavelengths = Core.typeassert(%5, %4))\n", + "\u001b[90m│ \u001b[39m %7 = wavelengths\u001b[36m::StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %8 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %9 = Main.nanoconc.miemfp.undef\u001b[36m::Core.Const(UndefInitializer())\u001b[39m\n", + "\u001b[90m│ \u001b[39m %10 = (%8)(%9, numval)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %11 = Main.nanoconc.miemfp.hcat(%7, %10)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %12 = Core.apply_type(Main.nanoconc.miemfp.Matrix, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Matrix{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %13 = Base.convert(%12, %11)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qarray = Core.typeassert(%13, %12))\n", + "\u001b[90m│ \u001b[39m %15 = Main.nanoconc.miemfp._get_rnrk_interp_objects(refcore)\u001b[36m::Main.nanoconc.miemfp.InterpolationPair\u001b[39m\n", + "\u001b[90m│ \u001b[39m %16 = Base.convert(Main.nanoconc.miemfp.InterpolationPair, %15)\u001b[36m::Main.nanoconc.miemfp.InterpolationPair\u001b[39m\n", + "\u001b[90m│ \u001b[39m (interp_pair = Core.typeassert(%16, Main.nanoconc.miemfp.InterpolationPair))\n", + "\u001b[90m│ \u001b[39m %18 = Base.getproperty(interp_pair, :rn)\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (interp_ref_rn = %18)\n", + "\u001b[90m│ \u001b[39m %20 = Base.getproperty(interp_pair, :rk)\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (interp_ref_rk = %20)\n", + "\u001b[90m│ \u001b[39m %22 = Main.nanoconc.miemfp._bhmie(scangles)\u001b[36m::Main.nanoconc.miemfp._bhmie\u001b[39m\n", + "\u001b[90m│ \u001b[39m (map_fn = %22)\n", + "\u001b[90m│ \u001b[39m %24 = Main.nanoconc.miemfp._mfp(fv, radcore, omp, om0)\u001b[36m::Main.nanoconc.miemfp._mfp\u001b[39m\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val))\n", + "\u001b[90m│ \u001b[39m (mfp_fn = %24)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %28 = (0x00000001:numval)\u001b[36m::Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])\u001b[39m\n", + "\u001b[90m│ \u001b[39m (range = %28)\n", + "\u001b[90m│ \u001b[39m %30 = Main.nanoconc.miemfp.:(var\"#957#threadsfor_fun#19#21\")\u001b[36m::Core.Const(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\")\u001b[39m\n", + "\u001b[90m│ \u001b[39m %31 = Core.typeof(refmed)\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %32 = Core.typeof(radcore)\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %33 = Core.typeof(qarray)\u001b[36m::Core.Const(Matrix{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %34 = Core.typeof(interp_ref_rn)\u001b[36m::Core.Const(Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %35 = Core.typeof(interp_ref_rk)\u001b[36m::Core.Const(Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %36 = Core.typeof(map_fn)\u001b[36m::Core.Const(Main.nanoconc.miemfp._bhmie)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %37 = Core.typeof(mfp_fn)\u001b[36m::Core.Const(Main.nanoconc.miemfp._mfp)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %38 = Core.typeof(range::Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32]))\u001b[36m::Core.Const(UnitRange{UInt32})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %39 = Core.apply_type(%30, %31, %32, %33, %34, %35, %36, %37, %38)\u001b[36m::Core.Const(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %40 = qarray\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %41 = interp_ref_rn\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[90m│ \u001b[39m %42 = interp_ref_rk\u001b[36m::Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %43 = map_fn\u001b[36m::Main.nanoconc.miemfp._bhmie\u001b[39m\n", + "\u001b[90m│ \u001b[39m %44 = mfp_fn\u001b[36m::Main.nanoconc.miemfp._mfp\u001b[39m\n", + "\u001b[90m│ \u001b[39m (threadsfor_fun#19 = %new(%39, refmed, radcore, %40, %41, %42, %43, %44, range::Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])))\n", + "\u001b[90m│ \u001b[39m %46 = Main.nanoconc.miemfp.:(var\"#957#threadsfor_fun#20\")\u001b[36m::Core.Const(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#20\")\u001b[39m\n", + "\u001b[90m│ \u001b[39m %47 = Core.typeof(threadsfor_fun#19::Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}, Any[Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])]))\u001b[36m::Core.Const(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %48 = Core.apply_type(%46, %47)\u001b[36m::Core.Const(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#20\"{Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m (threadsfor_fun = %new(%48, threadsfor_fun#19::Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}, Any[Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])])))\n", + "\u001b[90m│ \u001b[39m %50 = threadsfor_fun\u001b[36m::Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#20\"{Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}}, Any[Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}, Any[Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])])])\u001b[39m\n", + "\u001b[90m│ \u001b[39m Core.ifelse(false, false, %50)\n", + "\u001b[90m└──\u001b[39m goto #3 if not true\n", + "\u001b[90m2 ─\u001b[39m Base.Threads.threading_run(threadsfor_fun::Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#20\"{Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}}, Any[Core.PartialStruct(Main.nanoconc.miemfp.var\"#957#threadsfor_fun#19#21\"{Float64, Float64, Matrix{Float64}, Interpolations." + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, UnitRange{UInt32}}, Any[Float64, Float64, Matrix{Float64}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Interpolations.Extrapolation{Float64, 1, Interpolations.GriddedInterpolation{Float64, 1, Vector{Float64}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Tuple{Vector{Float64}}}, Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}}, Interpolations.Throw{Nothing}}, Main.nanoconc.miemfp._bhmie, Main.nanoconc.miemfp._mfp, Core.PartialStruct(UnitRange{UInt32}, Any[Core.Const(0x00000001), UInt32])])]), false)\n", + "\u001b[90m└──\u001b[39m goto #4\n", + "\u001b[90m3 ─\u001b[39m Core.Const(:($(Expr(:foreigncall, :(:jl_in_threaded_region), Int32, svec(), 0, :(:ccall)))))\n", + "\u001b[90m│ \u001b[39m Core.Const(:(%55 != 0))\n", + "\u001b[90m│ \u001b[39m Core.Const(:(goto %60 if not %56))\n", + "\u001b[90m│ \u001b[39m Core.Const(:(Base.Threads.error(\"`@threads :static` cannot be used concurrently or nested\")))\n", + "\u001b[90m│ \u001b[39m Core.Const(:(goto %61))\n", + "\u001b[90m└──\u001b[39m Core.Const(:(Base.Threads.threading_run(threadsfor_fun, true)))\n", + "\u001b[90m4 ┄\u001b[39m (val = Base.Threads.nothing)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val\n", + "\u001b[90m│ \u001b[39m %64 = Base.convert(%1, qarray)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %65 = Core.typeassert(%64, %1)\u001b[36m::Matrix{Float64}\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %65\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.miemfp.qbare.ser\")\n", + "# test_data = test_data[1]\n", + "args, kwargs = test_data[1][1]\n", + "@code_warntype nanoconc.miemfp.qbare(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Distributed.pmap(::Main.miemfp._bhmie, ::Vector{Float64}, ::Vector{ComplexF64})\n", + " from pmap(\u001b[90mf\u001b[39m, \u001b[90mc1\u001b[39m, \u001b[90mc...\u001b[39m; kwargs...)\u001b[90m @\u001b[39m \u001b[90mDistributed\u001b[39m \u001b[90m/usr/share/julia/stdlib/v1.9/Distributed/src/\u001b[39m\u001b[90m\u001b[4mpmap.jl:157\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Distributed.pmap)\u001b[39m\n", + " f\u001b[36m::Main.miemfp._bhmie\u001b[39m\n", + " c1\u001b[36m::Vector{Float64}\u001b[39m\n", + " c\u001b[36m::Tuple{Vector{ComplexF64}}\u001b[39m\n", + "Body\u001b[91m\u001b[1m::Any\u001b[22m\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Distributed.:(var\"#pmap#234\")\u001b[36m::Core.Const(Distributed.var\"#pmap#234\")\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Core.NamedTuple()\u001b[36m::Core.Const(NamedTuple())\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = Base.pairs(%2)\u001b[36m::Core.Const(Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}())\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = Core.tuple(%3, #self#, f, c1)\u001b[36m::Tuple{Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, typeof(pmap), Main.miemfp._bhmie, Vector{Float64}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Core._apply_iterate(Base.iterate, %1, %4, c)\u001b[91m\u001b[1m::Any\u001b[22m\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %5\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module miemfp.\n" + ] + } + ], + "source": [ + "include(\"src/miemfp.jl\")\n", + "using Distributed\n", + "test_data = deserialize(\"test/data/Main.nanoconc.miemfp.qbare.ser\")\n", + "# test_data = test_data[1]\n", + "args, kwargs = test_data[1][1]\n", + "\n", + "function qbare(wavel1::Float64, wavel2::Float64, numval::UInt32, scangles::UInt32,\n", + " refmed::Float64, radcore::Float64, omp::Float64, om0::Float64,\n", + " fv::Float64, refcore::Array{Float64,2})\n", + "\n", + " # calculate the new wavelengths\n", + " let wavelengths::StepRangeLen{Float64} = wavel1:miemfp._calc_delta_wl(wavel1, wavel2, numval):wavel2,\n", + " interp_pair::miemfp.InterpolationPair = miemfp._get_rnrk_interp_objects(refcore)\n", + "\n", + " let interp_ref_rn = interp_pair.rn, interp_ref_rk = interp_pair.rk, map_fn = miemfp._bhmie(scangles)\n", + " # @code_warntype miemfp._bhmie(scangles)(\n", + " # first(miemfp._calc_apparent_cross_section(radcore, refmed) ./ wavelengths),\n", + " # first(miemfp._mfp(fv, radcore, omp, om0).(wavelengths, interp_ref_rn(wavelengths), interp_ref_rk(wavelengths)) ./ refmed)\n", + " # )\n", + " # @code_warntype map_fn.(\n", + " # miemfp._calc_apparent_cross_section(radcore, refmed) ./ wavelengths,\n", + " # miemfp._mfp(fv, radcore, omp, om0).(wavelengths, interp_ref_rn(wavelengths), interp_ref_rk(wavelengths)) ./ refmed,\n", + " # )\n", + " @code_warntype pmap(\n", + " map_fn,\n", + " miemfp._calc_apparent_cross_section(radcore, refmed) ./ wavelengths,\n", + " miemfp._mfp(fv, radcore, omp, om0).(wavelengths, interp_ref_rn(wavelengths), interp_ref_rk(wavelengths)) ./ refmed\n", + " )\n", + " # return hcat(\n", + " # wavelengths,\n", + " # # _bhmie(scangles).(\n", + " # # _calc_apparent_cross_section(radcore, refmed) ./ wavelengths,\n", + " # # _mfp(fv, radcore, omp, om0).(wavelengths, interp_ref_rn(wavelengths), interp_ref_rk(wavelengths)) ./ refmed,\n", + " # # )\n", + " # pmap(\n", + " # @code_warntype miemfp._bhmie(scangles), # _bhmie(scangles),\n", + " # _calc_apparent_cross_section(radcore, refmed) ./ wavelengths,\n", + " # _mfp(fv, radcore, omp, om0).(wavelengths, interp_ref_rn(wavelengths), interp_ref_rk(wavelengths)) ./ refmed\n", + " # )::Vector{Float64}\n", + " # )\n", + " end\n", + " end\n", + "end\n", + "\n", + "qbare(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "ename": "ErrorException", + "evalue": "type DataType has no field typedict", + "output_type": "error", + "traceback": [ + "type DataType has no field typedict\n", + "\n", + "Stacktrace:\n", + " [1] getproperty(x::Type, f::Symbol)\n", + " @ Base ./Base.jl:32\n", + " [2] top-level scope\n", + " @ ~/Programming/Work_Projects/nanoconc/scratch.ipynb:1" + ] + } + ], + "source": [ + "miemfp._bhmie.typedict" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "test (generic function with 1 method)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function test()\n", + " return 0\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "ename": "UndefVarError", + "evalue": "UndefVarError: `type` not defined", + "output_type": "error", + "traceback": [ + "UndefVarError: `type` not defined\n", + "\n", + "Stacktrace:\n", + " [1] top-level scope\n", + " @ ~/Programming/Work_Projects/nanoconc/scratch.ipynb:1" + ] + } + ], + "source": [ + "type(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "method3 (generic function with 1 method)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function method1(nn::Int64, y::ComplexF64)::Vector{ComplexF64}\n", + " d::Vector{ComplexF64} = fill(ComplexF64(0.0, 0.0), nn + 1)\n", + " @inbounds @simd for n in (nn:-1:2)::StepRange{Int64,Int64}\n", + " d[n-1] = let n_over_y = n / y\n", + " (n_over_y) - (1.0 / (d[n] + n_over_y))\n", + " end\n", + " end\n", + " return d\n", + "end\n", + "\n", + "function method2(nn::Int64, y::ComplexF64)::Vector{ComplexF64}\n", + " @memoize d_generator(n::Int64)::ComplexF64 =\n", + " if n == nn + 1\n", + " ComplexF64(0.0, 0.0)\n", + " else\n", + " let n_over_y = n / y\n", + " (n_over_y) - (1.0 / (d_generator(n + 1) + n_over_y))\n", + " end\n", + " end\n", + " d_generator.(2:nn+1)\n", + "end\n", + "\n", + "function method3(nn::Int64, y::ComplexF64)::Vector{ComplexF64}\n", + " d_values = Vector{ComplexF64}(undef, nn)\n", + " d_values[nn] = ComplexF64(0.0, 0.0)\n", + " for n in nn:-1:2\n", + " n_over_y = n / y\n", + " d_values[n-1] = n_over_y - (1.0 / (d_values[n] + n_over_y))\n", + " end\n", + " return d_values\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10:-1:1" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "reverse(1:10)" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "true" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cot(0.5) == cos(0.5) / sin(0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "101-element Vector{ComplexF64}:\n", + " 0.8123382644430177 - 1.2103254935120225im\n", + " 1.3618993272451057 - 1.6471440230163505im\n", + " 1.8912072404172218 - 2.113276215698099im\n", + " 2.410392314803969 - 2.5921488992550263im\n", + " 2.92387985431671 - 3.0776974617009216im\n", + " 3.4338634265187062 - 3.567182086734182im\n", + " 3.9415447299890984 - 4.059183628220866im\n", + " 4.447634627099904 - 4.552892955977411im\n", + " 4.952579621422096 - 5.047814712266423im\n", + " 5.456673934482986 - 5.543628508147122im\n", + " ⋮\n", + " 46.99470928787974 - 47.00529129839747im\n", + " 47.49476468199356 - 47.50523588612103im\n", + " 47.99481892822597 - 48.005181622468555im\n", + " 48.49487206188903 - 48.505128472090405im\n", + " 48.99492411687428 - 49.00507640105976im\n", + " 49.494975379460364 - 49.50502563061513im\n", + " 49.99 - 50.01im\n", + " 0.0 + 0.0im\n", + " 0.0 + 0.0im" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "method1(100, ComplexF64(1.0, 1.0))" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "100-element Vector{ComplexF64}:\n", + " 0.8123382644430177 - 1.2103254935120225im\n", + " 1.3618993272451057 - 1.6471440230163505im\n", + " 1.8912072404172218 - 2.113276215698099im\n", + " 2.410392314803969 - 2.5921488992550263im\n", + " 2.92387985431671 - 3.0776974617009216im\n", + " 3.4338634265187062 - 3.567182086734182im\n", + " 3.9415447299890984 - 4.059183628220866im\n", + " 4.447634627099904 - 4.552892955977411im\n", + " 4.952579621422096 - 5.047814712266423im\n", + " 5.456673934482986 - 5.543628508147122im\n", + " ⋮\n", + " 46.49465270906219 - 46.50534789616018im\n", + " 46.99470928787974 - 47.00529129839747im\n", + " 47.49476468199356 - 47.50523588612103im\n", + " 47.99481892822597 - 48.005181622468555im\n", + " 48.49487206188903 - 48.505128472090405im\n", + " 48.99492411687428 - 49.00507640105976im\n", + " 49.494975379460364 - 49.50502563061513im\n", + " 49.99 - 50.01im\n", + " 0.0 + 0.0im" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "method2(100, ComplexF64(1.0, 1.0))" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "100-element Vector{ComplexF64}:\n", + " 0.8123382644430177 - 1.2103254935120225im\n", + " 1.3618993272451057 - 1.6471440230163505im\n", + " 1.8912072404172218 - 2.113276215698099im\n", + " 2.410392314803969 - 2.5921488992550263im\n", + " 2.92387985431671 - 3.0776974617009216im\n", + " 3.4338634265187062 - 3.567182086734182im\n", + " 3.9415447299890984 - 4.059183628220866im\n", + " 4.447634627099904 - 4.552892955977411im\n", + " 4.952579621422096 - 5.047814712266423im\n", + " 5.456673934482986 - 5.543628508147122im\n", + " ⋮\n", + " 46.49465270906219 - 46.50534789616018im\n", + " 46.99470928787974 - 47.00529129839747im\n", + " 47.49476468199356 - 47.50523588612103im\n", + " 47.99481892822597 - 48.005181622468555im\n", + " 48.49487206188903 - 48.505128472090405im\n", + " 48.99492411687428 - 49.00507640105976im\n", + " 49.494975379460364 - 49.50502563061513im\n", + " 49.99 - 50.01im\n", + " 0.0 + 0.0im" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "method3(100, ComplexF64(1.0, 1.0))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.miemfp.bhmie(::Float64, ::ComplexF64, ::UInt32)\n", + " from bhmie(\u001b[90mx\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mrefrel\u001b[39m::\u001b[1mComplexF64\u001b[22m, \u001b[90mnang\u001b[39m::\u001b[1mUInt32\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.miemfp\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mmiemfp.jl:141\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.miemfp.bhmie)\u001b[39m\n", + " x\u001b[36m::Float64\u001b[39m\n", + " refrel\u001b[36m::ComplexF64\u001b[39m\n", + " nang\u001b[36m::UInt32\u001b[39m\n", + "Locals\n", + " @_5\u001b[36m::Int64\u001b[39m\n", + " val@_6\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " val@_7\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " val@_8\u001b[36m::Nothing\u001b[39m\n", + " val@_9\u001b[36m::Nothing\u001b[39m\n", + " val@_10\u001b[36m::Nothing\u001b[39m\n", + " qback\u001b[36m::Float64\u001b[39m\n", + " qext\u001b[36m::Float64\u001b[39m\n", + " qsca\u001b[36m::Float64\u001b[39m\n", + " x_sq\u001b[36m::Float64\u001b[39m\n", + " s2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " s1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " tau\u001b[36m::Vector{Float64}\u001b[39m\n", + " pi1\u001b[36m::Vector{Float64}\u001b[39m\n", + " pi0\u001b[36m::Vector{Float64}\u001b[39m\n", + " s2_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " s2_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " s1_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " s1_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " chi0\u001b[36m::Float64\u001b[39m\n", + " chi1\u001b[36m::Float64\u001b[39m\n", + " xi1\u001b[36m::ComplexF64\u001b[39m\n", + " p\u001b[36m::Float64\u001b[39m\n", + " psi1\u001b[36m::Float64\u001b[39m\n", + " psi0\u001b[36m::Float64\u001b[39m\n", + " d\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + " amu\u001b[36m::Vector{Float64}\u001b[39m\n", + " dang\u001b[36m::Float64\u001b[39m\n", + " nn\u001b[36m::UInt32\u001b[39m\n", + " nstop\u001b[36m::UInt32\u001b[39m\n", + " y\u001b[36m::ComplexF64\u001b[39m\n", + " @_36\u001b[33m\u001b[1m::Union{Nothing, Tuple{Int64, Int64}}\u001b[22m\u001b[39m\n", + " r#452\u001b[36m::UnitRange{Int64}\u001b[39m\n", + " i#453\u001b[36m::Int64\u001b[39m\n", + " n#454\u001b[36m::Int64\u001b[39m\n", + " i#455\u001b[36m::Int64\u001b[39m\n", + " i\u001b[36m::Int64\u001b[39m\n", + " @_42\u001b[33m\u001b[1m::Union{Nothing, Tuple{Int64, Int64}}\u001b[22m\u001b[39m\n", + " r#456\u001b[36m::StepRange{Int64, Int64}\u001b[39m\n", + " i#457\u001b[36m::Int64\u001b[39m\n", + " n#458\u001b[36m::Int64\u001b[39m\n", + " i#459\u001b[36m::Int64\u001b[39m\n", + " n@_47\u001b[36m::Int64\u001b[39m\n", + " n_over_y\u001b[36m::ComplexF64\u001b[39m\n", + " @_49\u001b[33m\u001b[1m::Union{Nothing, Tuple{Int64, Int64}}\u001b[22m\u001b[39m\n", + " r#460\u001b[36m::UnitRange{Int64}\u001b[39m\n", + " i#461\u001b[36m::Int64\u001b[39m\n", + " n#462\u001b[36m::Int64\u001b[39m\n", + " i#463\u001b[36m::Int64\u001b[39m\n", + " pi_\u001b[36m::Vector{Float64}\u001b[39m\n", + " bn\u001b[36m::ComplexF64\u001b[39m\n", + " an\u001b[36m::ComplexF64\u001b[39m\n", + " xi\u001b[36m::ComplexF64\u001b[39m\n", + " chi\u001b[36m::Float64\u001b[39m\n", + " psi\u001b[36m::Float64\u001b[39m\n", + " fn\u001b[36m::Float64\u001b[39m\n", + " n@_61\u001b[36m::Int64\u001b[39m\n", + " an_mult\u001b[36m::ComplexF64\u001b[39m\n", + " bn_mult\u001b[36m::ComplexF64\u001b[39m\n", + " four_over_x_sq\u001b[36m::Float64\u001b[39m\n", + " @_65\u001b[36m::Float64\u001b[39m\n", + "Body\u001b[36m::Tuple{Float64, Float64, Float64, Vector{ComplexF64}, Vector{ComplexF64}}\u001b[39m\n", + "\u001b[90m1 ──\u001b[39m Core.NewvarNode(:(@_5))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val@_6))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val@_7))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val@_8))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val@_9))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(val@_10))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(qback))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(qext))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(qsca))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(x_sq))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s2))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(tau))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(pi1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(pi0))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s2_2))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s2_1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s1_2))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(s1_1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(chi0))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(chi1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(xi1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(p))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(psi1))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(psi0))\n", + "\u001b[90m│ \u001b[39m Core.NewvarNode(:(d))\n", + "\u001b[90m│ \u001b[39m %27 = Main.nanoconc.miemfp.Tuple\u001b[36m::Core.Const(Tuple)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %28 = Main.nanoconc.miemfp.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %29 = Main.nanoconc.miemfp.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %30 = Main.nanoconc.miemfp.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %31 = Core.apply_type(Main.nanoconc.miemfp.Array, Main.nanoconc.miemfp.ComplexF64, 1)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %32 = Core.apply_type(Main.nanoconc.miemfp.Array, Main.nanoconc.miemfp.ComplexF64, 1)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %33 = Core.apply_type(%27, %28, %29, %30, %31, %32)\u001b[36m::Core.Const(Tuple{Float64, Float64, Float64, Vector{ComplexF64}, Vector{ComplexF64}})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %34 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %35 = Base.getproperty(%34, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %36 = (%35)(x, refrel)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %37 = Base.convert(Main.nanoconc.miemfp.ComplexF64, %36)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (y = Core.typeassert(%37, Main.nanoconc.miemfp.ComplexF64))\n", + "\u001b[90m│ \u001b[39m %39 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %40 = Base.getproperty(%39, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %41 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %42 = Base.getproperty(%41, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %43 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %44 = Base.getproperty(%43, :cbrt_fast)\u001b[36m::Core.Const(Base.FastMath.cbrt_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %45 = (%44)(x)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %46 = (%42)(4.0, %45)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %47 = (%40)(x, %46, 2.0)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %48 = Main.nanoconc.miemfp.round(%47)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %49 = Main.nanoconc.miemfp.UInt32(%48)\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m %50 = Base.convert(Main.nanoconc.miemfp.UInt32, %49)\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m (nstop = Core.typeassert(%50, Main.nanoconc.miemfp.UInt32))\n", + "\u001b[90m│ \u001b[39m %52 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %53 = Base.getproperty(%52, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %54 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %55 = Base.getproperty(%54, :max_fast)\u001b[36m::Core.Const(Base.FastMath.max_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %56 = nstop\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m %57 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %58 = Base.getproperty(%57, :abs_fast)\u001b[36m::Core.Const(Base.FastMath.abs_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %59 = (%58)(y)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %60 = (%55)(%56, %59)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %61 = (%53)(%60, 14)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %62 = Main.nanoconc.miemfp.round(%61)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %63 = Main.nanoconc.miemfp.UInt32(%62)\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m %64 = Base.convert(Main.nanoconc.miemfp.UInt32, %63)\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m (nn = Core.typeassert(%64, Main.nanoconc.miemfp.UInt32))\n", + "\u001b[90m│ \u001b[39m %66 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %67 = Base.getproperty(%66, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %68 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %69 = Base.getproperty(%68, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %70 = (%69)(nang, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %71 = Main.nanoconc.miemfp.Float64(%70)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %72 = (%67)(1.570796327, %71)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %73 = Base.convert(Main.nanoconc.miemfp.Float64, %72)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (dang = Core.typeassert(%73, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %75 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %76 = Main.nanoconc.miemfp.undef\u001b[36m::Core.Const(UndefInitializer())\u001b[39m\n", + "\u001b[90m│ \u001b[39m (amu = (%75)(%76, nang))\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %79 = (1:nang)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %80 = Core.apply_type(Main.nanoconc.miemfp.UnitRange, Main.nanoconc.miemfp.Int64)\u001b[36m::Core.Const(UnitRange{Int64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %81 = Core.typeassert(%79, %80)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m (r#452 = %81)\n", + "\u001b[90m│ \u001b[39m %83 = Base.simd_outer_range\u001b[36m::Core.Const(Base.SimdLoop.simd_outer_range)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %84 = (%83)(r#452::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64]))\u001b[36m::Core.Const(0:0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (@_36 = Base.iterate(%84))\n", + "\u001b[90m│ \u001b[39m %86 = (@_36::Core.Const((0, 0)) === nothing)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %87 = Base.not_int(%86)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #8 if not %87\n", + "\u001b[90m2 ──\u001b[39m %89 = @_36\u001b[36m::Core.Const((0, 0))\u001b[39m\n", + "\u001b[90m│ \u001b[39m (i#453 = Core.getfield(%89, 1))\n", + "\u001b[90m│ \u001b[39m %91 = Core.getfield(%89, 2)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %92 = Base.simd_inner_length\u001b[36m::Core.Const(Base.SimdLoop.simd_inner_length)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %93 = r#452\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %94 = (%92)(%93, i#453::Core.Const(0))\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n#454 = %94)\n", + "\u001b[90m│ \u001b[39m %96 = Main.nanoconc.miemfp.zero(n#454)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %97 = (%96 < n#454)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #6 if not %97\n", + "\u001b[90m3 ──\u001b[39m %99 = Main.nanoconc.miemfp.zero(n#454)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m└───\u001b[39m (i#455 = %99)\n", + "\u001b[90m4 ┄─\u001b[39m %101 = (i#455 < n#454)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #6 if not %101\n", + "\u001b[90m5 ──\u001b[39m %103 = Base.simd_index\u001b[36m::Core.Const(Base.SimdLoop.simd_index)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %104 = r#452\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %105 = i#453\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (i = (%103)(%104, %105, i#455))\n", + "\u001b[90m│ \u001b[39m %107 = Base" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + ".FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %108 = Base.getproperty(%107, :cos_fast)\u001b[36m::Core.Const(Base.FastMath.cos_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %109 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %110 = Base.getproperty(%109, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %111 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %112 = Base.getproperty(%111, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %113 = Main.nanoconc.miemfp.Float64(i)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %114 = (%112)(%113, 1.0)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %115 = (%110)(%114, dang)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %116 = (%108)(%115)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m Base.setindex!(amu, %116, i)\n", + "\u001b[90m│ \u001b[39m (i#455 = i#455 + 1)\n", + "\u001b[90m│ \u001b[39m $(Expr(:loopinfo, Symbol(\"julia.simdloop\"), nothing))\n", + "\u001b[90m└───\u001b[39m goto #4\n", + "\u001b[90m6 ┄─\u001b[39m (@_36 = Base.iterate(%84, %91))\n", + "\u001b[90m│ \u001b[39m %122 = (@_36::Core.Const(nothing) === nothing)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %123 = Base.not_int(%122)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #8 if not %123\n", + "\u001b[90m7 ──\u001b[39m Core.Const(:(goto %89))\n", + "\u001b[90m8 ┄─\u001b[39m (val@_10 = Main.nanoconc.miemfp.nothing)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val@_10\n", + "\u001b[90m│ \u001b[39m %129 = Main.nanoconc.miemfp.ComplexF64(0.0, 0.0)\u001b[36m::Core.Const(0.0 + 0.0im)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %130 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %131 = Base.getproperty(%130, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %132 = nn\u001b[36m::UInt32\u001b[39m\n", + "\u001b[90m│ \u001b[39m %133 = (%131)(%132, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %134 = Main.nanoconc.miemfp.fill(%129, %133)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %135 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %136 = Base.convert(%135, %134)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (d = Core.typeassert(%136, %135))\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %139 = (nn:-1:2)\u001b[36m::Core.PartialStruct(StepRange{Int64, Int64}, Any[Int64, Core.Const(-1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %140 = Core.apply_type(Main.nanoconc.miemfp.StepRange, Main.nanoconc.miemfp.Int64, Main.nanoconc.miemfp.Int64)\u001b[36m::Core.Const(StepRange{Int64, Int64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %141 = Core.typeassert(%139, %140)\u001b[36m::Core.PartialStruct(StepRange{Int64, Int64}, Any[Int64, Core.Const(-1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m (r#456 = %141)\n", + "\u001b[90m│ \u001b[39m %143 = Base.simd_outer_range\u001b[36m::Core.Const(Base.SimdLoop.simd_outer_range)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %144 = (%143)(r#456::Core.PartialStruct(StepRange{Int64, Int64}, Any[Int64, Core.Const(-1), Int64]))\u001b[36m::Core.Const(0:0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (@_42 = Base.iterate(%144))\n", + "\u001b[90m│ \u001b[39m %146 = (@_42::Core.Const((0, 0)) === nothing)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %147 = Base.not_int(%146)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #15 if not %147\n", + "\u001b[90m9 ──\u001b[39m %149 = @_42\u001b[36m::Core.Const((0, 0))\u001b[39m\n", + "\u001b[90m│ \u001b[39m (i#457 = Core.getfield(%149, 1))\n", + "\u001b[90m│ \u001b[39m %151 = Core.getfield(%149, 2)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %152 = Base.simd_inner_length\u001b[36m::Core.Const(Base.SimdLoop.simd_inner_length)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %153 = r#456\u001b[36m::Core.PartialStruct(StepRange{Int64, Int64}, Any[Int64, Core.Const(-1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %154 = (%152)(%153, i#457::Core.Const(0))\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n#458 = %154)\n", + "\u001b[90m│ \u001b[39m %156 = Main.nanoconc.miemfp.zero(n#458)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %157 = (%156 < n#458)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #13 if not %157\n", + "\u001b[90m10 ─\u001b[39m %159 = Main.nanoconc.miemfp.zero(n#458)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m└───\u001b[39m (i#459 = %159)\n", + "\u001b[90m11 ┄\u001b[39m %161 = (i#459 < n#458)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #13 if not %161\n", + "\u001b[90m12 ─\u001b[39m %163 = Base.simd_index\u001b[36m::Core.Const(Base.SimdLoop.simd_index)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %164 = r#456\u001b[36m::Core.PartialStruct(StepRange{Int64, Int64}, Any[Int64, Core.Const(-1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %165 = i#457\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n@_47 = (%163)(%164, %165, i#459))\n", + "\u001b[90m│ \u001b[39m %167 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %168 = Base.getproperty(%167, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %169 = n@_47\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %170 = (%168)(%169, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %171 = Base.getindex(d, %170)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m Core.typeassert(%171, Main.nanoconc.miemfp.ComplexF64)\n", + "\u001b[90m│ \u001b[39m %173 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %174 = Base.getproperty(%173, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %175 = n@_47\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %176 = (%174)(%175, y)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n_over_y = %176)\n", + "\u001b[90m│ \u001b[39m %178 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %179 = Base.getproperty(%178, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %180 = n_over_y\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %181 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %182 = Base.getproperty(%181, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %183 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %184 = Base.getproperty(%183, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %185 = Base.getindex(d, n@_47)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %186 = (%184)(%185, n_over_y)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %187 = (%182)(1.0, %186)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %188 = (%179)(%180, %187)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m Base.setindex!(d, %188, %170)\n", + "\u001b[90m│ \u001b[39m (i#459 = i#459 + 1)\n", + "\u001b[90m│ \u001b[39m $(Expr(:loopinfo, Symbol(\"julia.simdloop\"), nothing))\n", + "\u001b[90m└───\u001b[39m goto #11\n", + "\u001b[90m13 ┄\u001b[39m (@_42 = Base.iterate(%144, %151))\n", + "\u001b[90m│ \u001b[39m %194 = (@_42::Core.Const(nothing) === nothing)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %195 = Base.not_int(%194)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #15 if not %195\n", + "\u001b[90m14 ─\u001b[39m Core.Const(:(goto %149))\n", + "\u001b[90m15 ┄\u001b[39m (val@_9 = Main.nanoconc.miemfp.nothing)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val@_9\n", + "\u001b[90m│ \u001b[39m %201 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %202 = Base.getproperty(%201, :cos_fast)\u001b[36m::Core.Const(Base.FastMath.cos_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (psi0 = (%202)(x))\n", + "\u001b[90m│ \u001b[39m %204 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %205 = Base.getproperty(%204, :sin_fast)\u001b[36m::Core.Const(Base.FastMath.sin_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (psi1 = (%205)(x))\n", + "\u001b[90m│ \u001b[39m %207 = Base.convert(Main.nanoconc.miemfp.Float64, 0.0)\u001b[36m::Core.Const(0.0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qsca = Core.typeassert(%207, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %209 = Base.convert(Main.nanoconc.miemfp.Float64, -1.0)\u001b[36m::Core.Const(-1.0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (p = Core.typeassert(%209, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %211 = psi1\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %212 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %213 = Base.getproperty(%212, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %214 = (%213)(psi0)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (xi1 = Main.nanoconc.miemfp.ComplexF64(%211, %214))\n", + "\u001b[90m│ \u001b[39m (chi1 = psi0)\n", + "\u001b[90m│ \u001b[39m %217 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %218 = Base.getproperty(%217, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (chi0 = (%218)(psi1))\n", + "\u001b[90m│ \u001b[39m (s1_1 = Main.nanoconc.miemfp.zeros(Main.nanoconc.miemfp.ComplexF64, nang))\n", + "\u001b[90m│ \u001b[39m (s1_2 = Main.nanoconc.miemfp.zeros(Main.nanoconc.miemfp.ComplexF64, nang))\n", + "\u001b[90m│ \u001b[39m (s2_1 = Main.nanoconc.miemfp.zeros(Main.nanoconc.miemfp.ComplexF64, nang))\n", + "\u001b[90m│ \u001b[39m (s2_2 = Main.nanoconc.miemfp.zeros(Main.nanoconc.miemfp.ComplexF64, nang))\n", + "\u001b[90m│ \u001b[39m %224 = Main.nanoconc.miemfp.zeros(nang)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %225 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %226 = Base.convert(%225, %224)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (pi0 = Core.typeassert(%226, %225))\n", + "\u001b[90m│ \u001b[39m %228 = Main.nanoconc.miemfp.ones(nang)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %229 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %230 = Base.convert(%229, %228)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (pi1 = Core.typeassert(%230, %229))\n", + "\u001b[90m│ \u001b[39m %232 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %233 = Main.nanoconc.miemfp.similar(%232, nang)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %234 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %235 = Base.convert(%234, %233)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (tau = Core.typeassert(%235, %234))\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %238 = (1:nstop)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %239 = Core.apply_type(Main.nanoconc.miemfp.UnitRange, Main.nanoconc.miemfp.Int64)\u001b[36m::Core.Const(UnitRange{Int64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %240 = Core.typeassert(%238, %239)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(r#460 = %240)\n", + "\u001b[90m│ \u001b[39m %242 = Base.simd_outer_range\u001b[36m::Core.Const(Base.SimdLoop.simd_outer_range)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %243 = (%242)(r#460::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64]))\u001b[36m::Core.Const(0:0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (@_49 = Base.iterate(%243))\n", + "\u001b[90m│ \u001b[39m %245 = (@_49::Core.Const((0, 0)) === nothing)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %246 = Base.not_int(%245)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #25 if not %246\n", + "\u001b[90m16 ─\u001b[39m %248 = @_49\u001b[36m::Core.Const((0, 0))\u001b[39m\n", + "\u001b[90m│ \u001b[39m (i#461 = Core.getfield(%248, 1))\n", + "\u001b[90m│ \u001b[39m %250 = Core.getfield(%248, 2)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %251 = Base.simd_inner_length\u001b[36m::Core.Const(Base.SimdLoop.simd_inner_length)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %252 = r#460\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %253 = (%251)(%252, i#461::Core.Const(0))\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n#462 = %253)\n", + "\u001b[90m│ \u001b[39m %255 = Main.nanoconc.miemfp.zero(n#462)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %256 = (%255 < n#462)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #23 if not %256\n", + "\u001b[90m17 ─\u001b[39m %258 = Main.nanoconc.miemfp.zero(n#462)\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m└───\u001b[39m (i#463 = %258)\n", + "\u001b[90m18 ┄\u001b[39m %260 = (i#463 < n#462)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #23 if not %260\n", + "\u001b[90m19 ─\u001b[39m %262 = Base.simd_index\u001b[36m::Core.Const(Base.SimdLoop.simd_index)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %263 = r#460\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %264 = i#461\u001b[36m::Core.Const(0)\u001b[39m\n", + "\u001b[90m│ \u001b[39m (n@_61 = (%262)(%263, %264, i#463))\n", + "\u001b[90m│ \u001b[39m %266 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %267 = Base.getproperty(%266, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %268 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %269 = Base.getproperty(%268, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %270 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %271 = Base.getproperty(%270, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %272 = (%271)(2, n@_61)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %273 = (%269)(%272, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %274 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %275 = Base.getproperty(%274, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %276 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %277 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %278 = Base.getproperty(%277, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %279 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %280 = (%278)(%279, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %281 = (%275)(%276, %280)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (fn = (%267)(%273, %281))\n", + "\u001b[90m│ \u001b[39m %283 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %284 = Base.getproperty(%283, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %285 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %286 = Base.getproperty(%285, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %287 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %288 = Base.getproperty(%287, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %289 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %290 = Base.getproperty(%289, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %291 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %292 = Base.getproperty(%291, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %293 = (%292)(2, n@_61)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %294 = (%290)(%293, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %295 = (%288)(%294, psi1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %296 = (%286)(%295, x)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (psi = (%284)(%296, psi0))\n", + "\u001b[90m│ \u001b[39m %298 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %299 = Base.getproperty(%298, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %300 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %301 = Base.getproperty(%300, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %302 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %303 = Base.getproperty(%302, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %304 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %305 = Base.getproperty(%304, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %306 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %307 = Base.getproperty(%306, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %308 = (%307)(2, n@_61)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %309 = (%305)(%308, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %310 = (%303)(%309, chi1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %311 = (%301)(%310, x)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (chi = (%299)(%311, chi0))\n", + "\u001b[90m│ \u001b[39m %313 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %314 = Base.getproperty(%313, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %315 = psi\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %316 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %317 = Base.getproperty(%316, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %318 = chi\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %319 = (%317)(%318, Main.nanoconc.miemfp.im)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (xi = (%314)(%315, %319))\n", + "\u001b[90m│ \u001b[39m %321 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %322 = Base.getproperty(%321, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %323 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %324 = Base.getproperty(%323, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %325 = Base.getindex(d, n@_61)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %326 = (%324)(%325, refrel)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %327 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %328 = Base.getproperty(%327, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %329 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %330 = (%328)(%329, x)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %331 = (%322)(%326, %330)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %332 = Base.convert(Main.nanoconc.miemfp.ComplexF64, %331)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (an_mult = Core.typeassert(%332, Main.nanoconc.miemfp.ComplexF64))\n", + "\u001b[90m│ \u001b[39m %334 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %335 = Base.getproperty(%334, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %336 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %337 = Base.getproperty(%336, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %338 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %339 = Base.getproperty(%338, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %340 = an_mult\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %341 = (%339)(%340, psi)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %342 = (%337)(%341, psi1)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %343 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %344 = Base.getproperty(%343, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %345 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %346 = Base.getproperty(%345, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %347 = an_mult\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %348 = (%346)(%347, xi)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %349 = (%344)(%348, xi1)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %350 = (%335)(%342, %349)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %351 = Base.convert(Main.nanoconc.miemfp.ComplexF64, %350)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (an = Core.typeassert(%351, Main.nanoconc.miemfp.ComplexF64))\n", + "\u001b[90m│ \u001b[39m %353 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %354 = Base.getproperty(%353, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %355 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %356 = Base.getproperty(%355, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %357 = Base.getindex(d, n@_61)\u001b[36m::ComplexF64\u001b[39m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\u001b[90m│ \u001b[39m %358 = (%356)(refrel, %357)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %359 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %360 = Base.getproperty(%359, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %361 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %362 = (%360)(%361, x)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %363 = (%354)(%358, %362)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %364 = Base.convert(Main.nanoconc.miemfp.ComplexF64, %363)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (bn_mult = Core.typeassert(%364, Main.nanoconc.miemfp.ComplexF64))\n", + "\u001b[90m│ \u001b[39m %366 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %367 = Base.getproperty(%366, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %368 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %369 = Base.getproperty(%368, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %370 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %371 = Base.getproperty(%370, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %372 = bn_mult\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %373 = (%371)(%372, psi)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %374 = (%369)(%373, psi1)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %375 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %376 = Base.getproperty(%375, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %377 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %378 = Base.getproperty(%377, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %379 = bn_mult\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %380 = (%378)(%379, xi)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %381 = (%376)(%380, xi1)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %382 = (%367)(%374, %381)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %383 = Base.convert(Main.nanoconc.miemfp.ComplexF64, %382)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (bn = Core.typeassert(%383, Main.nanoconc.miemfp.ComplexF64))\n", + "\u001b[90m│ \u001b[39m %385 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %386 = Base.getproperty(%385, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %387 = qsca\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %388 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %389 = Base.getproperty(%388, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %390 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %391 = Base.getproperty(%390, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %392 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %393 = Base.getproperty(%392, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %394 = (%393)(2, n@_61)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %395 = (%391)(%394, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %396 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %397 = Base.getproperty(%396, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %398 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %399 = Base.getproperty(%398, :pow_fast)\u001b[36m::Core.Const(Base.FastMath.pow_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %400 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %401 = Base.getproperty(%400, :abs_fast)\u001b[36m::Core.Const(Base.FastMath.abs_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %402 = (%401)(an)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %403 = (%399)(%402, Val{2}())\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %404 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %405 = Base.getproperty(%404, :pow_fast)\u001b[36m::Core.Const(Base.FastMath.pow_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %406 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %407 = Base.getproperty(%406, :abs_fast)\u001b[36m::Core.Const(Base.FastMath.abs_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %408 = (%407)(bn)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %409 = (%405)(%408, Val{2}())\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %410 = (%397)(%403, %409)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %411 = (%389)(%395, %410)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %412 = (%386)(%387, %411)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %413 = Base.convert(Main.nanoconc.miemfp.Float64, %412)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qsca = Core.typeassert(%413, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m (pi_ = pi1)\n", + "\u001b[90m│ \u001b[39m %416 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %417 = Base.getproperty(%416, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %418 = Main.nanoconc.miemfp.:*\u001b[36m::Core.Const(*)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %419 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %420 = Base.getproperty(%419, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %421 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %422 = (%420)(%421, amu)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %423 = Base.broadcasted(%418, %422, pi_)\u001b[36m::Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1}, Nothing, typeof(*), Tuple{Vector{Float64}, Vector{Float64}}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %424 = Base.materialize(%423)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %425 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %426 = Base.getproperty(%425, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %427 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %428 = Base.getproperty(%427, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %429 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %430 = (%428)(%429, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %431 = (%426)(%430, pi0)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %432 = (%417)(%424, %431)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %433 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %434 = Base.convert(%433, %432)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (tau = Core.typeassert(%434, %433))\n", + "\u001b[90m│ \u001b[39m %436 = Main.nanoconc.miemfp.isodd(n@_61)\u001b[36m::Bool\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #21 if not %436\n", + "\u001b[90m20 ─\u001b[39m (@_65 = 1.0)\n", + "\u001b[90m└───\u001b[39m goto #22\n", + "\u001b[90m21 ─\u001b[39m (@_65 = -1.0)\n", + "\u001b[90m22 ┄\u001b[39m %441 = @_65\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %442 = Base.convert(Main.nanoconc.miemfp.Float64, %441)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (p = Core.typeassert(%442, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %444 = s1_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %445 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %446 = Core.typeassert(%444, %445)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %447 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %448 = Base.getproperty(%447, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %449 = fn\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %450 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %451 = Base.getproperty(%450, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %452 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %453 = Base.getproperty(%452, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %454 = an\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %455 = (%453)(%454, pi_)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %456 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %457 = Base.getproperty(%456, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %458 = bn\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %459 = (%457)(%458, tau)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %460 = (%451)(%455, %459)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %461 = (%448)(%449, %460)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s1_1 = %446 + %461)\n", + "\u001b[90m│ \u001b[39m %463 = s1_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %464 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %465 = Core.typeassert(%463, %464)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %466 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %467 = Base.getproperty(%466, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %468 = fn\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %469 = p\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %470 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %471 = Base.getproperty(%470, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %472 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %473 = Base.getproperty(%472, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %474 = an\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %475 = (%473)(%474, pi_)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %476 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %477 = Base.getproperty(%476, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %478 = bn\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %479 = (%477)(%478, tau)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %480 = (%471)(%475, %479)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %481 = (%467)(%468, %469, %480)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s1_2 = %465 + %481)\n", + "\u001b[90m│ \u001b[39m %483 = s2_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %484 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %485 = Core.typeassert(%483, %484)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %486 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %487 = Base.getproperty(%486, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %488 = fn\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %489 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[90m│ \u001b[39m %490 = Base.getproperty(%489, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %491 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %492 = Base.getproperty(%491, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %493 = an\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %494 = (%492)(%493, tau)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %495 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %496 = Base.getproperty(%495, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %497 = bn\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %498 = (%496)(%497, pi_)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %499 = (%490)(%494, %498)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %500 = (%487)(%488, %499)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s2_1 = %485 + %500)\n", + "\u001b[90m│ \u001b[39m %502 = s2_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %503 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %504 = Core.typeassert(%502, %503)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %505 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %506 = Base.getproperty(%505, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %507 = fn\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %508 = p\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %509 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %510 = Base.getproperty(%509, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %511 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %512 = Base.getproperty(%511, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %513 = bn\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %514 = (%512)(%513, pi_)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %515 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %516 = Base.getproperty(%515, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %517 = an\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %518 = (%516)(%517, tau)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %519 = (%510)(%514, %518)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %520 = (%506)(%507, %508, %519)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s2_2 = %504 + %520)\n", + "\u001b[90m│ \u001b[39m (psi0 = psi1)\n", + "\u001b[90m│ \u001b[39m (chi0 = chi1)\n", + "\u001b[90m│ \u001b[39m (psi1 = psi)\n", + "\u001b[90m│ \u001b[39m (chi1 = chi)\n", + "\u001b[90m│ \u001b[39m %526 = psi1\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %527 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %528 = Base.getproperty(%527, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %529 = (%528)(chi1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (xi1 = Main.nanoconc.miemfp.ComplexF64(%526, %529))\n", + "\u001b[90m│ \u001b[39m %531 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %532 = Base.getproperty(%531, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %533 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %534 = Base.getproperty(%533, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %535 = Main.nanoconc.miemfp.:*\u001b[36m::Core.Const(*)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %536 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %537 = Base.getproperty(%536, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %538 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %539 = Base.getproperty(%538, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %540 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %541 = Base.getproperty(%540, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %542 = (%541)(2, n@_61)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %543 = (%539)(%542, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %544 = (%537)(%543, amu)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %545 = Base.broadcasted(%535, %544, pi_)\u001b[36m::Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1}, Nothing, typeof(*), Tuple{Vector{Float64}, Vector{Float64}}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %546 = Base.materialize(%545)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %547 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %548 = Base.getproperty(%547, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %549 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %550 = Base.getproperty(%549, :add_fast)\u001b[36m::Core.Const(Base.FastMath.add_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %551 = n@_61\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %552 = (%550)(%551, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %553 = (%548)(%552, pi0)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %554 = (%534)(%546, %553)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %555 = (%532)(%554, n@_61)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %556 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %557 = Base.convert(%556, %555)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (pi1 = Core.typeassert(%557, %556))\n", + "\u001b[90m│ \u001b[39m %559 = pi_\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %560 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.Float64)\u001b[36m::Core.Const(Vector{Float64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %561 = Base.convert(%560, %559)\u001b[36m::Vector{Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (pi0 = Core.typeassert(%561, %560))\n", + "\u001b[90m│ \u001b[39m (i#463 = i#463 + 1)\n", + "\u001b[90m│ \u001b[39m $(Expr(:loopinfo, Symbol(\"julia.simdloop\"), nothing))\n", + "\u001b[90m└───\u001b[39m goto #18\n", + "\u001b[90m23 ┄\u001b[39m (@_49 = Base.iterate(%243, %250))\n", + "\u001b[90m│ \u001b[39m %567 = (@_49::Core.Const(nothing) === nothing)\u001b[36m::Core.Const(true)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %568 = Base.not_int(%567)\u001b[36m::Core.Const(false)\u001b[39m\n", + "\u001b[90m└───\u001b[39m goto #25 if not %568\n", + "\u001b[90m24 ─\u001b[39m Core.Const(:(goto %248))\n", + "\u001b[90m25 ┄\u001b[39m (val@_8 = Main.nanoconc.miemfp.nothing)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val@_8\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %575 = s1_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %576 = s1_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %577 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %578 = Base.getproperty(%577, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %579 = Base.lastindex(s1_2)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %580 = (%578)(%579, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %581 = (1:%580)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %582 = Base.getindex(%576, %581)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %583 = Main.nanoconc.miemfp.reverse(%582)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %584 = Main.nanoconc.miemfp.vcat(%575, %583)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %585 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %586 = Base.convert(%585, %584)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s1 = Core.typeassert(%586, %585))\n", + "\u001b[90m│ \u001b[39m (val@_7 = %584)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val@_7\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m %592 = s2_1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %593 = s2_2\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %594 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %595 = Base.getproperty(%594, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %596 = Base.lastindex(s2_2)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %597 = (%595)(%596, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %598 = (1:%597)\u001b[36m::Core.PartialStruct(UnitRange{Int64}, Any[Core.Const(1), Int64])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %599 = Base.getindex(%593, %598)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %600 = Main.nanoconc.miemfp.reverse(%599)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %601 = Main.nanoconc.miemfp.vcat(%592, %600)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %602 = Core.apply_type(Main.nanoconc.miemfp.Vector, Main.nanoconc.miemfp.ComplexF64)\u001b[36m::Core.Const(Vector{ComplexF64})\u001b[39m\n", + "\u001b[90m│ \u001b[39m %603 = Base.convert(%602, %601)\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m (s2 = Core.typeassert(%603, %602))\n", + "\u001b[90m│ \u001b[39m (val@_6 = %601)\n", + "\u001b[90m│ \u001b[39m nothing\n", + "\u001b[90m│ \u001b[39m val@_6\n", + "\u001b[90m│ \u001b[39m %608 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %609 = Base.getproperty(%608, :pow_fast)\u001b[36m::Core.Const(Base.FastMath.pow_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %610 = (%609)(x, " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Val{2}())\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %611 = Base.convert(Main.nanoconc.miemfp.Float64, %610)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (x_sq = Core.typeassert(%611, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %613 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %614 = Base.getproperty(%613, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %615 = qsca\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %616 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %617 = Base.getproperty(%616, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %618 = (%617)(2.0, x_sq)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %619 = (%614)(%615, %618)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %620 = Base.convert(Main.nanoconc.miemfp.Float64, %619)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qsca = Core.typeassert(%620, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %622 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %623 = Base.getproperty(%622, :div_fast)\u001b[36m::Core.Const(Base.FastMath.div_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %624 = (%623)(4.0, x_sq)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %625 = Base.convert(Main.nanoconc.miemfp.Float64, %624)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (four_over_x_sq = Core.typeassert(%625, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %627 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %628 = Base.getproperty(%627, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %629 = four_over_x_sq\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %630 = Base.getindex(s1, 1)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %631 = Main.nanoconc.miemfp.real(%630)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %632 = (%628)(%629, %631)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %633 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %634 = Base.getproperty(%633, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %635 = four_over_x_sq\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %636 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %637 = Base.getproperty(%636, :pow_fast)\u001b[36m::Core.Const(Base.FastMath.pow_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %638 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %639 = Base.getproperty(%638, :abs_fast)\u001b[36m::Core.Const(Base.FastMath.abs_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %640 = s1\u001b[36m::Vector{ComplexF64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %641 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %642 = Base.getproperty(%641, :sub_fast)\u001b[36m::Core.Const(Base.FastMath.sub_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %643 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %644 = Base.getproperty(%643, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %645 = (%644)(2, nang)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %646 = (%642)(%645, 1)\u001b[36m::Int64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %647 = Base.getindex(%640, %646)\u001b[36m::ComplexF64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %648 = (%639)(%647)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %649 = (%637)(%648, Val{2}())\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %650 = (%634)(%635, %649)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %651 = Core.tuple(%632, %650)\u001b[36m::Tuple{Float64, Float64}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %652 = Base.indexed_iterate(%651, 1)\u001b[36m::Core.PartialStruct(Tuple{Float64, Int64}, Any[Float64, Core.Const(2)])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %653 = Core.getfield(%652, 1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (@_5 = Core.getfield(%652, 2))\n", + "\u001b[90m│ \u001b[39m %655 = Base.indexed_iterate(%651, 2, @_5::Core.Const(2))\u001b[36m::Core.PartialStruct(Tuple{Float64, Int64}, Any[Float64, Core.Const(3)])\u001b[39m\n", + "\u001b[90m│ \u001b[39m %656 = Core.getfield(%655, 1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %657 = Base.convert(Main.nanoconc.miemfp.Float64, %653)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qext = Core.typeassert(%657, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %659 = Base.convert(Main.nanoconc.miemfp.Float64, %656)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m (qback = Core.typeassert(%659, Main.nanoconc.miemfp.Float64))\n", + "\u001b[90m│ \u001b[39m %661 = Core.tuple(qext, qsca, qback, s1, s2)\u001b[36m::Tuple{Float64, Float64, Float64, Vector{ComplexF64}, Vector{ComplexF64}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %662 = Base.convert(%33, %661)\u001b[36m::Tuple{Float64, Float64, Float64, Vector{ComplexF64}, Vector{ComplexF64}}\u001b[39m\n", + "\u001b[90m│ \u001b[39m %663 = Core.typeassert(%662, %33)\u001b[36m::Tuple{Float64, Float64, Float64, Vector{ComplexF64}, Vector{ComplexF64}}\u001b[39m\n", + "\u001b[90m└───\u001b[39m return %663\n", + "\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.miemfp.bhmie.ser\")\n", + "args, kwargs = test_data[1][1]\n", + "@code_warntype nanoconc.miemfp.bhmie(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.quantumcalc.attencoeff(::Float64, ::Float64)\n", + " from attencoeff(\u001b[90mqext\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mr\u001b[39m::\u001b[1mFloat64\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.quantumcalc\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mquantumcalc.jl:118\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.quantumcalc.attencoeff)\u001b[39m\n", + " qext\u001b[36m::Float64\u001b[39m\n", + " r\u001b[36m::Float64\u001b[39m\n", + "Body\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Main.nanoconc.quantumcalc.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = Base.getproperty(%2, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Base.getproperty(%4, :pow_fast)\u001b[36m::Core.Const(Base.FastMath.pow_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %6 = (%5)(r, Val{2}())\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %7 = (%3)(%6, qext, Main.nanoconc.quantumcalc.A_PI_LOG10_EULER_OVER_1000)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %8 = Base.convert(%1, %7)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %9 = Core.typeassert(%8, %1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %9\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.quantumcalc.attencoeff.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.quantumcalc.attencoeff(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.quantumcalc.attentoabs(::Float64, ::Float64, ::Float64)\n", + " from attentoabs(\u001b[90mkappa\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mc\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90md0\u001b[39m::\u001b[1mFloat64\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.quantumcalc\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mquantumcalc.jl:133\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.quantumcalc.attentoabs)\u001b[39m\n", + " kappa\u001b[36m::Float64\u001b[39m\n", + " c\u001b[36m::Float64\u001b[39m\n", + " d0\u001b[36m::Float64\u001b[39m\n", + "Body\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Main.nanoconc.quantumcalc.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = Base.getproperty(%2, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = (%3)(kappa, c, d0)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Base.convert(%1, %4)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %6 = Core.typeassert(%5, %1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %6\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.quantumcalc.attentoabs.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.quantumcalc.attentoabs(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.quantumcalc.numtomol(::Float64)\n", + " from numtomol(\u001b[90mn\u001b[39m::\u001b[1mFloat64\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.quantumcalc\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mquantumcalc.jl:125\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.quantumcalc.numtomol)\u001b[39m\n", + " n\u001b[36m::Float64\u001b[39m\n", + "Body\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Main.nanoconc.quantumcalc.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = Base.getproperty(%2, :mul_fast)\u001b[36m::Core.Const(Base.FastMath.mul_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = (%3)(n, Main.nanoconc.quantumcalc.NUM_TO_MOL_CONV)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Base.convert(%1, %4)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %6 = Core.typeassert(%5, %1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %6\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.quantumcalc.numtomol.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.quantumcalc.numtomol(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MethodInstance for Main.nanoconc.quantumcalc.predictabs(::Float64, ::Float64, ::Float64, ::Float64)\n", + " from predictabs(\u001b[90mqext\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mavgr\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90mppml\u001b[39m::\u001b[1mFloat64\u001b[22m, \u001b[90ml\u001b[39m::\u001b[1mFloat64\u001b[22m)\u001b[90m @\u001b[39m \u001b[90mMain.nanoconc.quantumcalc\u001b[39m \u001b[90m~/Programming/Work_Projects/nanoconc/src/\u001b[39m\u001b[90m\u001b[4mquantumcalc.jl:141\u001b[24m\u001b[39m\n", + "Arguments\n", + " #self#\u001b[36m::Core.Const(Main.nanoconc.quantumcalc.predictabs)\u001b[39m\n", + " qext\u001b[36m::Float64\u001b[39m\n", + " avgr\u001b[36m::Float64\u001b[39m\n", + " ppml\u001b[36m::Float64\u001b[39m\n", + " l\u001b[36m::Float64\u001b[39m\n", + "Body\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m1 ─\u001b[39m %1 = Main.nanoconc.quantumcalc.Float64\u001b[36m::Core.Const(Float64)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %2 = Base.FastMath\u001b[36m::Core.Const(Base.FastMath)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %3 = Base.getproperty(%2, :log10_fast)\u001b[36m::Core.Const(Base.FastMath.log10_fast)\u001b[39m\n", + "\u001b[90m│ \u001b[39m %4 = Main.nanoconc.quantumcalc.attencoeff(qext, avgr)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %5 = Main.nanoconc.quantumcalc.numtomol(ppml)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %6 = Main.nanoconc.quantumcalc.attentoabs(%4, %5, l)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %7 = (%3)(%6)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %8 = Base.convert(%1, %7)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m│ \u001b[39m %9 = Core.typeassert(%8, %1)\u001b[36m::Float64\u001b[39m\n", + "\u001b[90m└──\u001b[39m return %9\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module nanoconc.\n" + ] + } + ], + "source": [ + "include(\"src/nanoconc.jl\")\n", + "test_data = deserialize(\"test/data/Main.nanoconc.quantumcalc.predictabs.ser\")\n", + "test_data = test_data[1]\n", + "args, kwargs = test_data[1]\n", + "@code_warntype nanoconc.quantumcalc.predictabs(args..., kwargs...)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "f2 (generic function with 1 method)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function f1(n::Float64)::Float64\n", + " n * (n + 1)\n", + "end\n", + "\n", + "function f2(n::Float64)::Float64\n", + " n^2 + n\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Float64(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "ename": "OutOfMemoryError", + "evalue": "OutOfMemoryError()", + "output_type": "error", + "traceback": [ + "OutOfMemoryError()\n", + "\n", + "Stacktrace:\n", + " [1] collect(itr::Base.Generator{UnitRange{Int64}, var\"#15#16\"})\n", + " @ Base ./array.jl:0\n", + " [2] top-level scope\n", + " @ ~/Programming/Work_Projects/nanoconc/scratch.ipynb:1" + ] + } + ], + "source": [ + "n_range = [Float64(i) for i in 1:1000000000000]" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0.003103 seconds (4 allocations: 7.629 MiB)\n" + ] + }, + { + "data": { + "text/plain": [ + "1000000-element Vector{Float64}:\n", + " 2.0\n", + " 6.0\n", + " 12.0\n", + " 20.0\n", + " 30.0\n", + " 42.0\n", + " 56.0\n", + " 72.0\n", + " 90.0\n", + " 110.0\n", + " ⋮\n", + " 9.99985000056e11\n", + " 9.99987000042e11\n", + " 9.9998900003e11\n", + " 9.9999100002e11\n", + " 9.99993000012e11\n", + " 9.99995000006e11\n", + " 9.99997000002e11\n", + " 9.99999e11\n", + " 1.000001e12" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "@time f1.(n_range)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0.077378 seconds (4 allocations: 7.629 MiB, 89.50% gc time)\n" + ] + }, + { + "data": { + "text/plain": [ + "1000000-element Vector{Float64}:\n", + " 2.0\n", + " 6.0\n", + " 12.0\n", + " 20.0\n", + " 30.0\n", + " 42.0\n", + " 56.0\n", + " 72.0\n", + " 90.0\n", + " 110.0\n", + " ⋮\n", + " 9.99985000056e11\n", + " 9.99987000042e11\n", + " 9.9998900003e11\n", + " 9.9999100002e11\n", + " 9.99993000012e11\n", + " 9.99995000006e11\n", + " 9.99997000002e11\n", + " 9.99999e11\n", + " 1.000001e12" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "@time f2.(n_range)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.9.1", + "language": "julia", + "name": "julia-1.9" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.9.1" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/src/miemfp.jl b/src/miemfp.jl new file mode 100755 index 0000000..aa405df --- /dev/null +++ b/src/miemfp.jl @@ -0,0 +1,390 @@ +""" +A module for calculating the expected extinction coefficients and backscattering +parameters for coated/uncoated particles of a given size/material +""" +@fastmath module miemfp + +############################################################################# +# STATUS NOTES: # +# Synchronous parallelization implemented for bare calculations, notable # +# performance increase. Need to do same for coated # +############################################################################# + +using Base.Threads +using Distributed +using Memoize +using Interpolations + +const PI_5_996E3::Float64 = pi * 5.996e3 +const TWO_PI::Float64 = 2 * pi +const BHCOAT_DEL::Float64 = 1e-8 + +"Helper function for calculating om" +@memoize function _om_calc(wavel::Float64)::Float64 + PI_5_996E3 / wavel +end + +"Helper function for calculating om0" +@memoize function _om0r_calc(om0::Float64, fv::Float64, radcor::Float64)::Float64 + om0 + (fv / (radcor * 1e7)) +end + +"Helper function for calculating om^2" +@memoize function _om_sq_calc(om::Float64)::Float64 + om^2 +end + +"Helper function for calculating om0^2" +@memoize function _om0_sq_calc(om0::Float64)::Float64 + om0^2 +end + +"Helper function for calculating omp^2" +@memoize function _omp_sq_calc(omp::Float64)::Float64 + omp^2 +end + +"Helper function for calculating om0r^2" +@memoize function _om0r_sq_calc(om0r::Float64)::Float64 + om0r^2 +end + +" function that performs manipulations to om necessary for efficient mfp" +function _om_manipulations(wavel::Float64, fv::Float64, radcor::Float64, + omp::Float64, om0::Float64)::Tuple{Float64,Float64,Float64,Float64,Float64,Float64,Float64} + + om = _om_calc(wavel) + om0r = _om0r_calc(om0, fv, radcor) + om_sq = _om_sq_calc(om) + om0_sq = _om0_sq_calc(om0) + omp_sq = _omp_sq_calc(omp) + om0r_sq = _om0r_sq_calc(om0r) + om_sq_plus_om0_sq = om_sq + om0_sq + return (om, om0r, om_sq, om0_sq, omp_sq, om0r_sq, om_sq_plus_om0_sq) +end + +""" +Corrects refractive index and attenuation coefficient values to account for +the mean free-path effect on the free conductance electrons in the particles +(translated from Haiss et als FORTRAN implementation) +""" + function mfp(fv::Float64, wavel::Float64, radcor::Float64, omp::Float64, + om0::Float64, rn::Float64, rk::Float64)::Tuple{Float64,Float64,Float64} + + om, om0r, om_sq, _, omp_sq, om0r_sq, om_sq_plus_om0_sq = + _om_manipulations(wavel, fv, radcor, omp, om0) + + b1 = rn^2 - rk^2 - (1 - (omp_sq / om_sq_plus_om0_sq)) + b2 = 2 * rn * rk - (omp_sq * om0 / (om * om_sq_plus_om0_sq)) + a1r = 1 - (omp_sq / (om_sq + om0r_sq)) + a2r = omp_sq * om0r / (om * (om_sq + om0r_sq)) + + r_const = sqrt((a1r / 2 + b1 / 2)^2 + (a2r / 2 + b2 / 2)^2) + rnr = sqrt((a1r + b1) / 2 + r_const) + rkr = sqrt(-(a1r + b1) / 2 + r_const) + return (rnr, rkr, om0r) +end + +""" +Solves for Qext accounting for the effect of particle coatings on extinction +and scattering coefficients of particles (translated from Bohren/Huffman's +FORTRAN77 implementation for coated particles) +""" +function bhcoat(x::Float64, y::Float64, rfrel1::ComplexF64, rfrel2::ComplexF64 +)::Tuple{Float64,Float64,Float64} + x1::ComplexF64 = rfrel1 * x + x2::ComplexF64 = rfrel2 * x + y2::ComplexF64 = rfrel2 * y + nstop::UInt64 = UInt64(round(y + 4 * cbrt(y) + 1)) + refrel::ComplexF64 = rfrel2 / rfrel1 + + d0x1::ComplexF64 = cot(x1) + d0x2::ComplexF64 = cot(x2) + d0y2::ComplexF64 = cot(y2) + psi0y::Float64, psi1y::Float64 = cos(y), sin(y) + chi0y::Float64, chi1y::Float64 = -sin(y), cos(y) + # xi0y::ComplexF64 = ComplexF64(psi0y, -chi0y) + xi1y::ComplexF64 = ComplexF64(psi1y, -chi1y) + chi0y2::ComplexF64, chi1y2::ComplexF64 = -sin(y2), cos(y2) + chi0x2::ComplexF64, chi1x2::ComplexF64 = -sin(x2), cos(x2) + + qsca::Float64, qext::Float64, xback::ComplexF64 = 0.0, 0.0, ComplexF64(0.0, 0.0) + iflag::Bool = false + + @inbounds for n in (1:nstop)::UnitRange{Int64} + two_n_minus_1::Float64 = 2 * n - 1 + psiy::Float64 = two_n_minus_1 * psi1y / y - psi0y + chiy::Float64 = two_n_minus_1 * chi1y / y - chi0y + xiy::ComplexF64 = ComplexF64(psiy, -chiy) + d1y2::ComplexF64 = 1.0 / (n / y2 - d0y2) - n / y2 + + if iflag == false + d1x1 = 1.0 / (n / x1 - d0x1) - n / x1 + d1x2 = 1.0 / (n / x2 - d0x2) - n / x2 + chix2 = two_n_minus_1 * chi1x2 / x2 - chi0x2 + chiy2 = two_n_minus_1 * chi1y2 / y2 - chi0y2 + chipx2::ComplexF64 = chi1x2 - n * chix2 / x2 + chipy2 = chi1y2 - n * chiy2 / y2 + rack_denominator = chix2 * d1x2 - chipx2 + ancap::ComplexF64 = ((refrel * d1x1 - d1x2) / (refrel * d1x1 * chix2 - chipx2)) / rack_denominator + brack = ancap * (chiy2 * d1y2 - chipy2) + bncap::ComplexF64 = ((refrel * d1x2 - d1x1) / (refrel * chipx2 - d1x1 * chix2)) / rack_denominator + crack = bncap * (chiy2 * d1y2 - chipy2) + amess1::ComplexF64 = brack * chipy2 + amess2::ComplexF64 = brack * chiy2 + amess3::ComplexF64 = crack * chipy2 + amess4::ComplexF64 = crack * chiy2 + if !((abs(amess1) > BHCOAT_DEL * abs(d1y2)) + || (abs(amess2) > BHCOAT_DEL) + || (abs(amess3) > BHCOAT_DEL * abs(d1y2)) + || (abs(amess4) > BHCOAT_DEL)) + brack, crack = ComplexF64(0.0, 0.0), ComplexF64(0.0, 0.0) + iflag = true + end + end + dnbar::ComplexF64 = (d1y2 - brack * chipy2) / (1.0 - brack * chiy2) + gnbar::ComplexF64 = (d1y2 - crack * chipy2) / (1.0 - crack * chiy2) + n_over_y::Float64 = n / y + xiy_minus_xi1y::ComplexF64 = xiy - xi1y + psiy_minus_psi1y::Float64 = psiy - psi1y + an_mult::ComplexF64 = dnbar / rfrel2 + n_over_y + an::ComplexF64 = (an_mult * psiy_minus_psi1y) / (an_mult * xiy_minus_xi1y) + bn_mult::ComplexF64 = rfrel2 * gnbar + n_over_y + bn::ComplexF64 = (bn_mult * psiy_minus_psi1y) / (bn_mult * xiy_minus_xi1y) + two_n_plus_1::Float64 = 2 * n + 1 + qsca += two_n_plus_1 * (abs(an)^2 + abs(bn)^2) + xback_sign::Float64 = if iseven(n) + 1.0 + else + -1.0 + end + xback += xback_sign * two_n_plus_1 * (an - bn) + qext += two_n_plus_1 * (real(an) + real(bn)) + psi0y, psi1y = psi1y, psiy + chi0y, chi1y = chi1y, chiy + xi1y = psi1y - chi1y * im + chi0x2, chi1x2 = chi1x2, chix2 + chi0y2, chi1y2 = chi1y2, chiy2 + d0x1, d0x2, d0y2 = d1x1, d1x2, d1y2 + end + y_sq = y^2 + two_over_y_sq = 2.0 / y_sq + qsca = two_over_y_sq * qsca + qext = two_over_y_sq * qext + qback = real((1 / y_sq) * (xback * conj(xback))) + return (qext, qsca, qback) +end + +""" +Finds scattering parameters for uncoated particles. Heavily modified, but originally +based on a combination of the original FORTRAN77 BHMIE algorithm and a Python +implementation attributed to Herbert Kaiser hosted on ScatterLib (http://scatterlib.wikidot.com/mie) +""" +function bhmie(x::Float64, refrel::ComplexF64, nang::UInt32 +)::Tuple{Float64,Float64,Float64,Array{ComplexF64,1},Array{ComplexF64,1}} + y::ComplexF64 = x * refrel + nstop::UInt32 = UInt32(round(x + 4.0 * cbrt(x) + 2.0)) + nn::UInt32 = UInt32(round(max(nstop, abs(y)) + 14)) + amu::Vector{Float64} = cos.((1.570796327 / Float64(nang - 1)).*Float64.(0:nang-1)) + + d = Vector{ComplexF64}(undef, nn) + d[nn] = ComplexF64(0.0, 0.0) + @simd for n in nn:-1:2 + let n_over_y = n / y + @views d[n-1] = n_over_y - (1.0 / (d[n] + n_over_y)) + end + end + + psi0 = cos(x) + psi1 = sin(x) + qsca::Float64 = 0.0 + # xi0 = ComplexF64(psi0, psi1) + xi1 = ComplexF64(psi1, -psi0) + chi1 = psi0 + chi0 = -psi1 + s1_1 = zeros(ComplexF64, nang) + s1_2 = zeros(ComplexF64, nang) + s2_1 = zeros(ComplexF64, nang) + s2_2 = zeros(ComplexF64, nang) + pi0::Vector{Float64} = zeros(nang) + pi1::Vector{Float64} = ones(nang) + tau::Vector{Float64} = similar(Vector{Float64}, nang) + @inbounds @simd for n in (1:nstop)::UnitRange{Int64} + psi, chi = let nm1x2 = 2 * n - 1 + nm1x2 * psi1 / x - psi0, + nm1x2 * chi1 / x - chi0 + end + xi = psi - (chi * im) + an::ComplexF64, bn::ComplexF64 = let @views dn = d[n] + let an_mult::ComplexF64 = dn / refrel + n / x + (an_mult * psi - psi1) / (an_mult * xi - xi1) + end, + let bn_mult::ComplexF64 = refrel * dn + n / x + (bn_mult * psi - psi1) / (bn_mult * xi - xi1) + end + end + + qsca += (2 * n + 1) * ((abs(an)^2) + (abs(bn)^2)) + pi_ = pi1 + + let np1x2 = 2 * n + 1, tau = n * amu .* pi_ - (n + 1) .* pi0 + let fn = np1x2 / (n * (n + 1)), anpi = an * pi_, antau = an * tau, bnpi = bn * pi_, bntau = bn * tau + s1_1::Vector{ComplexF64} .+= fn * (anpi + bntau) + s2_1::Vector{ComplexF64} .+= fn * (antau + bnpi) + if isodd(n) + s1_2::Vector{ComplexF64} .+= fn * (anpi - bntau) + s2_2::Vector{ComplexF64} .+= fn * (bnpi - antau) + else + s1_2::Vector{ComplexF64} .-= fn * (anpi - bntau) + s2_2::Vector{ComplexF64} .-= fn * (bnpi - antau) + end + end + pi1 = (np1x2 * amu .* pi_ - (n + 1) .* pi0) / n + end + psi0, chi0 = psi1, chi1 + psi1, chi1 = psi, chi + xi1 = ComplexF64(psi1, -chi1) + pi0 = pi_ + end + @inbounds s1::Vector{ComplexF64} = vcat(s1_1, s1_2[1:-1:end-1]) + @inbounds s2::Vector{ComplexF64} = vcat(s2_1, s2_2[1:-1:end-1]) + x_sq::Float64 = x^2 + qsca *= (2.0 / (x_sq)) + qext::Float64, qback::Float64 = let four_over_x_sq::Float64 = 4.0 / x_sq + (four_over_x_sq) * real(s1[1]), + (four_over_x_sq) * (abs(s1[2*nang-1])^2) + end + return (qext, qsca, qback, s1, s2) +end + +"Helper function to calculate the apparent cross section" +@memoize function _calc_apparent_cross_section(radcore::Float64, refmed::Float64)::Float64 + TWO_PI * radcore * refmed +end + +# The following is a messy setup to allow for caching of the interpolation objects +# The reason this has been implemented this way is because Interpolations.jl has +# very confusing behavior when it comes to typing and caching. This is a workaround. +struct InterpolationPair + rn::Interpolations.Extrapolation{Float64,1,Interpolations.GriddedInterpolation{Float64,1,Vector{Float64},Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}},Tuple{Vector{Float64}}},Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}},Interpolations.Throw{Nothing}} + rk::Interpolations.Extrapolation{Float64,1,Interpolations.GriddedInterpolation{Float64,1,Vector{Float64},Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}},Tuple{Vector{Float64}}},Interpolations.Gridded{Interpolations.Linear{Interpolations.Throw{Interpolations.OnGrid}}},Interpolations.Throw{Nothing}} +end + +const _cache = Dict{UInt64,InterpolationPair}() + +"Helper function to get the interpolation objects for rn and rk" + function _get_rnrk_interp_objects(refcore::Array{Float64,2})::InterpolationPair + refcore_hash = hash(refcore) + if !haskey(_cache, refcore_hash) + _cache[refcore_hash] = InterpolationPair(LinearInterpolation(refcore[:, 1], refcore[:, 2]), LinearInterpolation(refcore[:, 1], refcore[:, 3])) + end + return _cache[refcore_hash] +end + +"Helper function to calculate the delta wavelength for a given wavelength range and number of values" +@memoize function _calc_delta_wl(wavel1::Float64, wavel2::Float64, numval::UInt32)::Float64 + (wavel2 - wavel1) / (numval - 1) +end + +"Helper function to calculate the size parameter" +@memoize function _calc_size_parameter(apparent_cross_section::Float64, wavel::Float64)::Float64 + apparent_cross_section / wavel +end + +"Wrapper for partial dispatch of the bhmie function" +struct _bhmie + nang::UInt32 +end + +function (p::_bhmie)(x::Float64, refrel::ComplexF64)::Float64 + first(bhmie(x, refrel, p.nang))::Float64 +end + +"Wrapper for partial dispatch of the mfp function" +struct _mfp + fv::Float64 + radcore::Float64 + omp::Float64 + om0::Float64 +end + +function(p::_mfp)(wavel::Float64, rn::Float64, rk::Float64)::ComplexF64 + refre1, refim1, _ = mfp(p.fv, wavel, p.radcore, p.omp, p.om0, rn, rk) + return ComplexF64(refre1, refim1)::ComplexF64 +end + +""" +Calculates the expected extinction coefficient spectrum for particles of a given +size for uncoated particles (modified/translated from Haiss et als FORTRAN implementation) +""" +function qbare(wavel1::Float64, wavel2::Float64, numval::UInt32, scangles::UInt32, + refmed::Float64, radcore::Float64, omp::Float64, om0::Float64, + fv::Float64, refcore::Array{Float64,2})::Matrix{Float64} + + # calculate the new wavelengths + qarray::Matrix{Float64} = let wavelengths::StepRangeLen{Float64} = wavel1:_calc_delta_wl(wavel1, wavel2, numval):wavel2 + hcat(wavelengths, Vector{Float64}(undef, numval)) + end + interp_pair::InterpolationPair = _get_rnrk_interp_objects(refcore) + let interp_ref_rn = interp_pair.rn, interp_ref_rk = interp_pair.rk, map_fn = _bhmie(scangles), mfp_fn = _mfp(fv, radcore, omp, om0) + @inbounds @threads for i in 0x00000001:numval + wl = qarray[i, 1] + qarray[i, 2] = map_fn( + _calc_apparent_cross_section(radcore, refmed) / wl, + mfp_fn(wl, interp_ref_rn(wl), interp_ref_rk(wl)) / refmed + ) + end + end + + return qarray +end + +""" +Calculates the expected extinction coefficient spectrum for particles of a given +size for coated particles (translated from Haiss et als FORTRAN implementation) +""" +function qcoat(wavel1::Float64, wavel2::Float64, numval::Int64, refmed::Float64, + radcor::Float64, refre1::Float64, refim1::Float64, + radcot::Float64, refre2::Float64, refim2::Float64, + omp::Float64, om0::Float64, fv::Float64, refcore::Array{Float64,2}) + # TODO: Add static output! + # refcore is an array containing the spectrum of refractive index vs particle size + tau::Float64 = (1 / om0) * 1e-14 + fmpinf::Float64 = fv * tau + delta::Float64 = (wavel2 - wavel1) / (numval - 1) + + wavrnrk::Vector{Tuple{Float64,Float64,Float64}} = Vector{Tuple{Float64,Float64,Float64}}() + k::UInt32 = 1 + @simd for i in 1:numval + wavel::Float64 = wavel1 + (i - 1) * delta + # find values for refractive index of particles using linear interpolation: + if (wavel != refcore[1, 1]) + while (refcore[k, 1] < wavel) + k += 1 + end + push!(wavrnrk, (wavel, + (refcore[k-1, 2] + (wavel - refcore[k-1, 1]) / (refcore[k, 1] - refcore[k-1, 1]) * (refcore[k, 2] - refcore[k-1, 2])), + (refcore[k-1, 3] + (wavel - refcore[k-1, 1]) / (refcore[k, 1] - refcore[k-1, 1]) * (refcore[k, 3] - refcore[k-1, 3]))) + ) + end + end + qarray::Array{Float64} = Array{Float64}(0, 4) + @inbounds @simd for vals in wavrnrk + wavel::Float64, rn::Float64, rk::Float64 = vals + # adjust for "mean free path effect" on free electrons in metal core + refre1, refim1, om0r = mfp(fv, wavel, radcor, omp, om0, rn, rk) + # calculate relative size parameters x and y for core and coating respectively + two_pi_times_refractive_ratio::Float64 = TWO_PI * (refmed / refre1) + x = radcor * two_pi_times_refractive_ratio + y = radcot * two_pi_times_refractive_ratio + # calculate ComplexF64 refractive indices: + rfrel1 = refre1 + (refim1 * im) / refmed + rfrel2 = refre2 + (refim2 * im) / refmed + # appends data to qarray as a row in the format [wavel qext qsca qback] + # bhcoat outputs are adjusted to be relative to core instead of coating + qarray = vcat(qarray, [wavel (bhcoat(x, y, rfrel1, rfrel2) .* ((radcot / radcor)^2))...]) + end + return qarray +end + +end diff --git a/src/nanoconc.jl b/src/nanoconc.jl new file mode 100755 index 0000000..791f47d --- /dev/null +++ b/src/nanoconc.jl @@ -0,0 +1,324 @@ +""" +A module that uses the functions contained in miemfp and quantumcalc to find the +concentration of a nanoparticle colloid given enough information +""" +@fastmath module nanoconc + +export fetchinfo, dispinfo, addmaterial, loadmaterial, listmaterials, delmaterial, editmaterial, qpredict, abspredict + +include("miemfp.jl") +include("quantumcalc.jl") + +using CSV +using DataFrames +using HDF5 + +const matfile = "data/materials.h5" # this is the location of the material datafile + +""" +Fetches info string for a saved material +""" +function fetchinfo(material::String)::String + return string("\nMaterial:\t\t", material, + "\n- Valence:\t\t", h5readattr(matfile, material)["z"], + "\n- Atomic Mass:\t\t", h5readattr(matfile, material)["am"], + "amu\n- Density:\t\t", h5readattr(matfile, material)["rho"], + "g/cm^3\n- Resistivity:\t\t", h5readattr(matfile, material)["res"], + "g/cm^3\nDerived values:\n- Plasma frequency:\t", h5readattr(matfile, material)["omp"], + "e14Hz\n- Collision frequency:\t", h5readattr(matfile, material)["om0"], + "e14Hz\n- Fermi Velocity:\t", h5readattr(matfile, material)["fv"], "cm/s\n", + h5readattr(matfile, material)["info"], + "\nDescription:\n\"", h5readattr(matfile, material)["description"], + "\"\n") +end + +""" +Displays info for saved material +""" +function dispinfo(material::String) + print(fetchinfo(material)) +end + +""" +stores material data for future use in the materials HDF5 data file with the given +material name and description. Requires valence (z), atomic mass (am), density (rho)(g/cm^3) +resistivity (res)(ohm*m) and a complex refractive index spectrum from a file at filepath. +Refractive index data is taken from an appropriately formatted csv file (formatted with +columns entitled "w","n" and "k" for wavelength in nm, n and k respectively) +""" +function addmaterial(z::Float64, am::Float64, rho::Float64, res::Float64, + filepath::String, material::String, description::String; + disp::Bool=true) + try + flag = h5open(matfile, "r") do file + has(file, material) + end + catch + flag = false + end + + if !flag + df::DataFrames.DataFrame = CSV.read(filepath) + data::Array{Float64,2} = (convert(Array{Float64,2}, hcat(df[:w], df[:n], df[:k]))) + h5write(matfile, material, data) + omp, om0, fv = quantumcalc.mieparams(z, am, rho, res) + println(omp) + println(om0) + println(fv) + h5writeattr(matfile, material, Dict( + "z" => z, + "am" => am, + "rho" => rho, + "res" => res, + "omp" => omp, + "om0" => om0, + "fv" => fv, + "description" => description, + "info" => string("Wavelength Range:\t", minimum(data[:, 1]), + "nm-", maximum(data[:, 1]), + "nm\nNumber of datapoints:\t", + size(data)[1]))) + if disp == true + println("\nAdded material:") + dispinfo(material) + end + elseif disp == true + println("\nMaterial ", material, " Already exists!\n\nExisting material:") + dispinfo(material) + end +end + +""" +An alternative version of the addmaterial function for materials with known mie + parameters. Requires input of plasma freq (omp) in Hz/1e14, collision freq (om0) in Hz/1e14 and + Fermi velocity (fv) in cm/s +""" +function addmaterial(omp::Float64, om0::Float64, fv::Float64, + filepath::String, material::String, description::String; + disp::Bool=true) + try + flag = h5open(matfile, "r") do file + has(file, material) + end + catch + flag = false + end + + if !flag + df::DataFrames.DataFrame = CSV.read(filepath) + data::Array{Float64,2} = (convert(Array{Float64,2}, hcat(df[:w], df[:n], df[:k]))) + h5write(matfile, material, data) + println(omp) + println(om0) + println(fv) + h5writeattr(matfile, material, Dict( + "omp" => omp, + "om0" => om0, + "fv" => fv, + "description" => description, + "info" => string("Wavelength Range:\t", minimum(data[:, 1]), + "nm-", maximum(data[:, 1]), + "nm\nNumber of datapoints:\t", + size(data)[1]))) + if disp == true + println("\nAdded material:") + dispinfo(material) + end + elseif disp == true + println("\nMaterial ", material, " Already exists!\n\nExisting material:") + dispinfo(material) + end +end + +""" +This function loads the stored miemfp data for a saved material. omp, om0, fv and +refractive index array are returned as a static tuple that can be readily splatted +into the last few args of the miemfp.qbare and miemfp.qcoat functions +""" +function loadmaterial(material::String; disp::Bool=true +)::Tuple{Float64,Float64,Float64,Array{Float64,2}} + local output::Tuple{Float64,Float64,Float64,Array{Float64,2}} + h5open(matfile, "r") do file + material_data = file[material] + output = ( + read(material_data["omp"]), + read(material_data["om0"]), + read(material_data["fv"]), + read(material_data) + ) + end + if disp == true + println("\nLoading material:") + dispinfo(material) + println() + end + return output +end + +""" +This function lists all materials for which refractive index data is stored +""" +function listmaterials() + h5open(matfile, "r") do file + flag::Bool = false + for i in file + flag = true + break + end + if flag == true + println("\nSaved materials:") + for material in file + println(name(material)) + end + else + println("\nNo materials saved!") + end + end +end + +""" +This function deletes a material from the materials datafile +""" +function delmaterial(material::String; disp::Bool=true) + h5open(matfile, "r+") do file + if exists(file, material) + if disp == true + println("\nDeleting material:") + dispinfo(material) + println() + end + o_delete(file, material) + else + println("\nMaterial \"", material, "\" not found!") + end + end +end + +""" +This function allows editing of specific parameters for a stored material +""" +function editmaterial(material::String, param::String, value; disp::Bool=true) + h5open(matfile, "r+") do file + if !exists(file, material) + if disp + println("\nMaterial \"", material, "\" not found!") + end + return + end + end + matattr = h5readattr(matfile, material) + matdata = h5read(matfile, material) + if param == "refind" + val0 = matdata + value::typeof(matdata) + matdata = value + else + val0 = matattr[param] + value::typeof(val0) + matattr[param] = value + end + h5open(matfile, "r+") do file + o_delete(file, material) + end + h5write(matfile, material, matdata) + h5writeattr(matfile, material, matattr) + if disp + println(material, " Parameter ", param, " changed from ", val0, " to ", value) + end +end + +""" +A function that predicts the expected average per particle extinction efficiency +spectrum for a colloid within a wavelength range (wavel1 - wavel2) with a set +number of points (numval) per spectrum. Also requires refractive index of the +medium, a particledata array containing the diameters of the particles in solution +(in nm) and their relative amounts, and the saved material data array +""" +function qpredict(refmed::Float64, wavel1::Float64, wavel2::Float64, + numval::UInt32, particledata::Array{Float64,2}, + materialdata::Tuple{Float64,Float64,Float64,Array{Float64,2}} +)::Array{Float64,2} + # normalise relative amounts of particles to a total of 1 + particledata[:, 2] = particledata[:, 2] ./ sum(particledata[:, 2]) + # convert particle diameters in particledata to radii + particledata[:, 1] = particledata[:, 1] ./ 2 + # define a wrapper function for later vectorised calculations + spec(x) = miemfp.qbare(wavel1, wavel2, numval, 0x00000002, refmed, x, materialdata...) + # note: the UInt32 above for "scangles" must be at least 2 for accurate Qext. Higher "scangles" + ## does not increase Qext precision but will be important if modding to also account for Qsca + # perform vectorised spectrum prediction on particledata array + spectra = spec.(particledata[:, 1]) + # for each spectrum, multiply all values by their relative amounts from the particledata array + @inbounds @simd for i in eachindex(spectra) + spectra[i][:, 2] = particledata[i, 2] .* spectra[i][:, 2] + end + # prep an array for final predicted spectrum + data::Array{Float64,2} = Array{Float64,2}(undef, numval, 2) + data[:, 1] = spectra[1][:, 1] + data[:, 2] = zeros(numval) + # for each weighted spectrum, add it to the total spectrum in the "data" array + @inbounds @simd for x in spectra + data[:, 2] = data[:, 2] .+ x[:, 2] + end + return data +end + +struct q_to_sigma + geometric_cross_section::Vector{Float64} + + function q_to_sigma(diameter::Vector{Float64})::q_to_sigma + new(π .* ((diameter ./ 2).^2)) + end +end + +function (p::q_to_sigma)(q::Matrix{Float64})::Array{Float64, 3} + # Calculate the extinction cross-section + hcat([q .* x for x in p.geometric_cross_section]) +end + +function sigmapredict(refmed::Float64, wavel1::Float64, wavel2::Float64, + numval::UInt32, particledata::Array{Float64,2}, + materialdata::Tuple{Float64,Float64,Float64,Array{Float64,2}} +)::Array{Float64,2} + # normalise relative amounts of particles to a total of 1 + particledata[:, 2] = particledata[:, 2] ./ sum(particledata[:, 2]) + # convert particle diameters in particledata to radii + particledata[:, 1] = particledata[:, 1] ./ 2 + # define a wrapper function for later vectorised calculations + spec(x) = miemfp.qbare(wavel1, wavel2, numval, 0x00000002, refmed, x, materialdata...) + # note: the UInt32 above for "scangles" must be at least 2 for accurate Qext. Higher "scangles" + ## does not increase Qext precision but will be important if modding to also account for Qsca + # perform vectorised spectrum prediction on particledata array + spectra = spec.(particledata[:, 1]) + println(size(spectra)) + # for each spectrum, multiply all values by their relative amounts from the particledata array + @inbounds @simd for i in eachindex(spectra) + spectra[i][:, 2] = particledata[i, 2] .* spectra[i][:, 2] + end + # prep an array for final predicted spectrum + data::Array{Float64,2} = Array{Float64,2}(undef, numval, 2) + data[:, 1] = spectra[1][:, 1] + data[:, 2] = zeros(numval) + # for each weighted spectrum, add it to the total spectrum in the "data" array + @inbounds @simd for x in spectra + data[:, 2] = data[:, 2] .+ x[:, 2] + end + return data +end + +function abspredict(refmed::Float64, wavel1::Float64, wavel2::Float64, + numval::UInt32, particledata::Array{Float64,2}, + materialdata::Tuple{Float64,Float64,Float64,Array{Float64,2}}, + ppml::Float64, d0::Float64)::Array{Float64,2} + data = qpredict(refmed, wavel1, wavel2, numval, particledata, materialdata) + predict(qext) = quantumcalc.predictabs( + qext, + sum([particledata[i, 1] * particledata[i, 2] for i in 1:size(particledata)[1]]) / sum(particledata[:, 2]), + ppml, + d0 + ) + data[:, 2] = predict.(data[:, 2]) + return data +end + +end diff --git a/src/quantumcalc.jl b/src/quantumcalc.jl new file mode 100755 index 0000000..3a72d43 --- /dev/null +++ b/src/quantumcalc.jl @@ -0,0 +1,196 @@ +# NOTE: Future functionality to add +# calculation of plasma frequency/collision frequency for non-metals +# can be done based on electron's "effective mass" and charge +# carrier density instead of e- density? + +""" +A module containing functions that apply various quantum physics formulae +for use with "miemfp.jl" in spectrum prediction/concentration calculation +""" +@fastmath module quantumcalc + +using Memoize + +# Planck's constant in JS according to the CODATA 2014 definition +const h::Float64 = 6.626070040e-34 +# Reduced Planck's Constant +const hbar::Float64 = h / (2 * pi) +# Fine structure constant based on the CODATA 2014 definition +const alpha::Float64 = 7.2973525664e-3 +# Speed of light in vacuum by the CODATA 2014 definition +const c::Float64 = 299752458 +# Elementary charge in C according to the CODATA 2014 definition +const ec::Float64 = 1.6021766208e-19 +# Boltzmann Constant in J/K according to CODATA 2014 definition +const kb::Float64 = 1.38064852e-23 +# Electron mass in kg according to the 2014 CODATA definition of 1amu and ref: DOI:10.1038/nature13026 +const me::Float64 = 9.109383555654034e-31 +# Bohr radius in m +const a0::Float64 = hbar / (me * c * alpha) +# Avogadro's constant in mol^-1 according to the CODATA 2014 definition +const A::Float64 = 6.022140857e23 +# Precomputed constants for optimization of functions +const A_E6::Float64 = A * 1e6 +const PI_SQUARED::Float64 = pi^2 +const THREE_PI_SQUARED::Float64 = 3 * PI_SQUARED +const TWO_PI::Float64 = 2 * pi +const FOUR_PI::Float64 = 2 * TWO_PI +const TWO_PI_TIMES_11_44E15::Float64 = TWO_PI * 11.44e15 +const EC_SQUARED::Float64 = ec^2 +const A_PI_LOG10_EULER_OVER_1000::Float64 = (A * pi * log10(ℯ)) / 1000 +const NUM_TO_MOL_CONV::Float64 = 1000 / A + + +""" +Calculates the free electron density (ne) in m^-3 of an elemental material given +its valence (z), atomic mass in amu (am) and mass density (rho) in g/cm^2 +Source: ISBN 0-03-083993-9 (page 4) +""" +function metalfed(z::Float64, rho::Float64, am::Float64)::Float64 + (A_E6 * ((z * rho) / am)) +end + +""" +Calculates the Fermi wave vector (kf) of electrons in a material given +electron density (ne) +Source: ISBN 0-03-083993-9 (page 36) +""" +function fermivec(ne::Float64)::Float64 + cbrt(ne * THREE_PI_SQUARED) +end + +""" +Calculates the Fermi velocity (fv) in m/s of electrons in a material given Fermi +wave vector (kf) +Source: ISBN 0-03-083993-9 (page 36) +""" +function fermivel(kf::Float64; mstar::Float64=me)::Float64 + (hbar / mstar) * kf +end + +""" +Calculates the electron sphere radius (rs) given its free electron density (ne) +Source: ISBN 0-03-083993-9 (page 4) +""" +function spherad(ne::Float64)::Float64 + cbrt(3 / (FOUR_PI * ne)) +end + +""" +Calculates the plasma frequency (omp) of a material in Hz give its electron +sphere radius (rs) +Source: ISBN 0-03-083993-9 (page 758) +""" +function plasmafreq(rs::Float64)::Float64 + TWO_PI_TIMES_11_44E15 * ((rs / a0)^(-1.5)) +end + +""" +Calculates the collision frequency (om0) in Hz for a material given its free +electron density (ne) and its resistivity (res) +Source: ISBN 0-03-083993-9 (page 8) +""" +function collfreq(ne::Float64, res::Float64; mstar::Float64=me)::Float64 + r((EC_SQUARED) * ne * res) / mstar +end + +""" +Calculates the plasma freq (omp) in Hz/1e14, collision freq (om0) in Hz/1e14 and +Fermi velocity (fv) in cm/s of an elemental material given its valence (z), +atomic mass (am) in amu, mass density (rho) in g/cm^2 and its resisitivity (res) +in Ohm*m as a tuple of (omp,om0,fv) for use in Mie model algorithms contained in +the "miemfp" module +""" +function mieparams(z::Float64, am::Float64, rho::Float64, res::Float64) + ne::Float64 = metalfed(z, rho, am)::Tuple{Float64,Float64,Float64} + @sync begin + @async omp = plasmafreq(spherad(ne)) * 1e-14 + @async om0 = collfreq(ne, res) * 1e-14 + @async fv = fermivel(fermivec(ne)) * 1e2 + end + + (omp, om0, fv) +end + +""" +Converts Qext to the molar attenuation coefficient (κ) based on the average radius +of the particles present. Formula sourced from ISSN 1061-933X +formula: κ = π * R^2 * Qext * Na * log(e) / 1000 +""" +function attencoeff(qext::Float64, r::Float64)::Float64 + (r^2) * qext * A_PI_LOG10_EULER_OVER_1000 +end + +""" +Converts units per millilitre to moles per litre +""" +@memoize function numtomol(n::Float64)::Float64 + n * NUM_TO_MOL_CONV +end + +""" +Finds absorbance based on molar attenutaion coefficient (κ), concentration (molar) +(c) and path length (in cm) (d0) based on the Beer/Lambert law +""" +function attentoabs(kappa::Float64, c::Float64, d0::Float64)::Float64 + kappa * c * d0 +end + +""" +Predicts the abs value as displayed on a spectrum from the extinction efficiency +(qext), average particle radius (avgr), particles per ml (ppml) and path length (l) +""" +function predictabs(qext::Float64, avgr::Float64, ppml::Float64, l::Float64)::Float64 + log10(attentoabs(attencoeff(qext, avgr), numtomol(ppml), l)) +end + +# Below is an old, failed version of the predictabs code above, kept in case useful in later debugging +# +# @doc """ +# This function takes an absorbance (Abs), extinction coefficient (qext), average +# particle radius in nm (r) and path length (d0) and returns a count of particles +# per ml +# """ -> +# function partperml(Abs::Float64,qext::Float64,r::Float64,d0::Float64) +# return (log(10) * Abs) / (pi * (r ^ 2) *qext * d0) ::Float64 +# end +# +# @doc """ +# This function takes number of particles per ml, extinction coefficient (qext), +# average particle radius in nm (r) and path length (d0) and returns a predicted +# absorbance value (from DOI: 10.1016/j.saa.2017.10.047) +# """ -> +# function abspredict(N::Float64,qext::Float64,r::Float64,d0::Float64) +# # note: log10 here is not part of formula but it is required to convert to AU (i think) +# return log10((pi * (r^2) *qext * d0 * N) / log(10)) ::Float64 +# end + +############## FUNCTIONS BELOW THIS POINT ARE PROTOTYPES ####################### + +# NOTE: if successful change mieparams to miemetal +function XXmieionic(z::Float64, rho::Float64, mm::Float64, shc::Float64, res::Float64)::Tuple{Float64,Float64,Float64} + # mm is molar mass in g/mol + ne::Float64 = metalfed(z, rho, mm) + mstar::Float64 = (shc * hbar^2 * (3 * PI_SQUARED * ne)^(2 / 3)) / (PI_SQUARED * kb^2 * A * z) + + return ( + plasmafreq(spherad(ne)) * 1e-14, + collfreq(ne, res, mstar=mstar) * 1e-14, + fermivel(fermivec(ne), mstar=mstar) * 1e2 + ) +end + +function mieionic(z::Float64, rho::Float64, mm::Float64, shc::Float64, res::Float64)::Tuple{Float64,Float64,Float64} + # mm is molar mass in g/mol + ne::Float64 = metalfed(z, rho, mm) + rs::Float64 = spherad(ne) + mstar::Float64 = shc * me / 0.169 * z * ((rs / a0)^2) * 1e-4 + + return ( + plasmafreq(rs) * 1e-14, + collfreq(ne, res, mstar=mstar) * 1e-14, + fermivel(fermivec(ne), mstar=mstar) * 1e2 + ) +end + +end diff --git a/test/data/Main.nanoconc.abspredict.ser b/test/data/Main.nanoconc.abspredict.ser new file mode 100644 index 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