Anson/Report-2
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data finished for report

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Anson 2022-04-02 16:18:54 -07:00
parent 229ede363c
commit f3cb64a2dc
9 changed files with 181 additions and 20 deletions
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57
Manifest.toml
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@ -26,9 +26,9 @@ version = "1.0.8+0"
[[deps.CSV]]
deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
git-tree-sha1 = "9310d9495c1eb2e4fa1955dd478660e2ecab1fbb"
git-tree-sha1 = "873fb188a4b9d76549b81465b1f75c82aaf59238"
uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
version = "0.10.3"
version = "0.10.4"
[[deps.Cairo_jll]]
deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@ -72,6 +72,11 @@ git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.12.8"
[[deps.CommonSolve]]
git-tree-sha1 = "68a0743f578349ada8bc911a5cbd5a2ef6ed6d1f"
uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
version = "0.2.0"
[[deps.Compat]]
deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
git-tree-sha1 = "96b0bc6c52df76506efc8a441c6cf1adcb1babc4"
@ -82,6 +87,12 @@ version = "3.42.0"
deps = ["Artifacts", "Libdl"]
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
[[deps.ConstructionBase]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "f74e9d5388b8620b4cee35d4c5a618dd4dc547f4"
uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
version = "1.3.0"
[[deps.Contour]]
deps = ["StaticArrays"]
git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7"
@ -215,15 +226,15 @@ version = "3.3.6+0"
[[deps.GR]]
deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Printf", "Random", "RelocatableFolders", "Serialization", "Sockets", "Test", "UUIDs"]
git-tree-sha1 = "df5f5b0450c489fe6ed59a6c0a9804159c22684d"
git-tree-sha1 = "af237c08bda486b74318c8070adb96efa6952530"
uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
version = "0.64.1"
version = "0.64.2"
[[deps.GR_jll]]
deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "83578392343a7885147726712523c39edc714956"
git-tree-sha1 = "cd6efcf9dc746b06709df14e462f0a3fe0786b1e"
uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
version = "0.64.1+0"
version = "0.64.2+0"
[[deps.GeometryBasics]]
deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
@ -350,9 +361,9 @@ version = "1.3.0"
[[deps.Latexify]]
deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "Printf", "Requires"]
git-tree-sha1 = "4f00cc36fede3c04b8acf9b2e2763decfdcecfa6"
git-tree-sha1 = "6f14549f7760d84b2db7a9b10b88cd3cc3025730"
uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
version = "0.15.13"
version = "0.15.14"
[[deps.LibCURL]]
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@ -520,9 +531,9 @@ version = "8.44.0+0"
[[deps.Parsers]]
deps = ["Dates"]
git-tree-sha1 = "85b5da0fa43588c75bb1ff986493443f821c70b7"
git-tree-sha1 = "621f4f3b4977325b9128d5fae7a8b4829a0c2222"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.2.3"
version = "2.2.4"
[[deps.Pixman_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@ -548,9 +559,9 @@ version = "1.2.0"
[[deps.Plots]]
deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "Unzip"]
git-tree-sha1 = "5f6e1309595e95db24342e56cd4dabd2159e0b79"
git-tree-sha1 = "edec0846433f1c1941032385588fd57380b62b59"
uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
version = "1.27.3"
version = "1.27.4"
[[deps.PooledArrays]]
deps = ["DataAPI", "Future"]
@ -574,6 +585,12 @@ version = "1.3.1"
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
[[deps.ProgressBars]]
deps = ["Printf"]
git-tree-sha1 = "806ebc92e1b4b4f72192369a28dfcaf688566b2b"
uuid = "49802e3a-d2f1-5c88-81d8-b72133a6f568"
version = "1.4.1"
[[deps.Qt5Base_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "xkbcommon_jll"]
git-tree-sha1 = "ad368663a5e20dbb8d6dc2fddeefe4dae0781ae8"
@ -616,6 +633,12 @@ git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.3.0"
[[deps.Roots]]
deps = ["CommonSolve", "Printf", "Setfield"]
git-tree-sha1 = "6085b8ac184add45b586ed8d74468310948dcfe8"
uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
version = "1.4.0"
[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
@ -634,6 +657,12 @@ version = "1.3.12"
[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
[[deps.Setfield]]
deps = ["ConstructionBase", "Future", "MacroTools", "Requires"]
git-tree-sha1 = "38d88503f695eb0301479bc9b0d4320b378bafe5"
uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
version = "0.8.2"
[[deps.SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
@ -949,8 +978,8 @@ deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
[[deps.stlProcess]]
deps = ["FileIO", "MeshIO"]
git-tree-sha1 = "050aecce2c7757304fb826c18d9f6e4331b3c932"
deps = ["FileIO", "MeshIO", "Roots"]
git-tree-sha1 = "b7dad3b4e24f905a313e674eef80e22c1c02c5bf"
repo-rev = "main"
repo-url = "https://gitlab.com/MisterBiggs/stl-process.git"
uuid = "68914fc9-42cf-4b37-b06f-0b65edf9b8fa"

1
Project.toml
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@ -3,5 +3,6 @@ CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
MeshIO = "7269a6da-0436-5bbc-96c2-40638cbb6118"
ProgressBars = "49802e3a-d2f1-5c88-81d8-b72133a6f568"
SplomPlots = "2fa414a6-7b15-4e70-80db-5545b2d754e7"
stlProcess = "68914fc9-42cf-4b37-b06f-0b65edf9b8fa"

34
data.jl
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@ -5,7 +5,8 @@ using stlProcess
using CSV
using DataFrames
using SplomPlots
# using SplomPlots
using ProgressBars
using LinearAlgebra
@ -19,20 +20,41 @@ folders = ["1_5U", "assembly1", "cubesat"]
# end
df = DataFrame(; volume=Float64[], cx=Float64[], cy=Float64[], cz=Float64[], Ix=Float64[], Iy=Float64[], Iz=Float64[])
println("=== Scaled Dataset ===")
for path in dataset_path * "\\" .* folders
println(path)
for file in readdir(path)
props = get_mass_properties(load(path * "\\" * file))
println("Processing Path: ", path)
Threads.@threads for file in ProgressBar(readdir(path))
stl = load(path * "\\" * file)
props = get_mass_properties(stl; scale=find_scale(stl))
cx, xy, xz = props.center_of_gravity
Ix, Iy, Iz = eigvals(props.inertia)
push!(df, [props.volume, cx, xy, xz, Ix, Iy, Iz])
end
println("")
end
println(describe(df))
CSV.write("scaled_dataset.csv", df)
df = DataFrame(; volume=Float64[], cx=Float64[], cy=Float64[], cz=Float64[], Ix=Float64[], Iy=Float64[], Iz=Float64[])
println("=== Raw Dataset ===")
for path in dataset_path * "\\" .* folders
println("Processing Path: ", path)
Threads.@threads for file in ProgressBar(readdir(path))
stl = load(path * "\\" * file)
props = get_mass_properties(stl)
cx, xy, xz = props.center_of_gravity
Ix, Iy, Iz = eigvals(props.inertia)
push!(df, [props.volume, cx, xy, xz, Ix, Iy, Iz])
end
println("")
end
println(describe(df))
CSV.write("dataset.csv", df)
splom(df[df.Iy .< 1.0, :]; columns=[:Ix, :Iy, :Iz])
# splom(df[df.Iy .< 1.0,:])

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109
scaled_dataset.csv Normal file
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@ -0,0 +1,109 @@
volume,cx,cy,cz,Ix,Iy,Iz
0.9999999999999996,20.140018911026516,-24.005391684293834,0.18614389871135378,0.23401175529887167,0.2340381004196267,0.3781387301164106
1.0000000000000002,18.72051876575927,-23.377595837451096,0.17304338258549473,0.06644870461639661,0.4889322500542202,0.4898041651711732
1.0,-0.8592262013448786,-24.005102205282956,21.185032280230505,0.23400780689112013,0.23403780598969248,0.3781390543264268
1.0000000000000002,-0.7986220905535636,-23.37746836016084,19.6920692663627,0.0664485222171761,0.48893598236025837,0.48980724277379095
0.9999999999999999,1.0767837285872708,11.677410556015532,24.206113237740855,0.0758082396970288,0.9455240406941741,0.9463535076293006
1.0,15.732055197250455,-5.989567653229984,0.31413047646325715,0.0403678323571148,2.450003924341257,2.4506795299324877
1.0,15.732030509593793,-5.989562035797388,18.95298790126584,0.040368097490064425,2.4500245790941855,2.4507003023255014
0.999999999999999,20.71427835361243,-26.694842611932728,-0.05215138111223077,0.07580762417128989,0.9455432286677269,0.9463713413118209
0.9999999999999994,1.0767696010918586,-26.694775375812558,-0.05215063482177535,0.07580736449108294,0.9455363386356221,0.9463650693032231
1.0000000000000007,1.0767850896085722,11.677399226055373,-0.052140441941397817,0.07580759635107394,0.9455482209242253,0.9463773378261214
0.9999999999999988,20.714375717088036,11.677436394410321,-0.05214011846770111,0.07580805454043058,0.945557272163442,0.9463860154727255
0.9999999999999986,1.076771770092813,-26.69481425363343,24.206051760372254,0.07580886753781589,0.9455262921589548,0.946354616059869
1.0000000000000002,17.18397256254189,-32.288603275237854,17.10769924028908,0.07170821361731027,0.44618564120516996,0.4462376295228501
1.0000000000000002,1.7410939379013313,-0.5856512504215339,1.9325913923988878,1.2566058863858602,1.2573624367009228,2.5132163215832044
0.9999999999999992,14.452453580375506,-8.607006914018259,5.944847540943641,0.11662670832126311,0.21351006644046866,0.21358831309957257
0.9999999999999994,-0.07253082424758693,-8.607004413308967,42.0168698083327,0.11662674215267549,0.21351008024060095,0.21358830235146298
1.0000000000000009,23.63585782374438,-8.606090716525545,43.71804517099169,0.11663911345546597,0.2134794903177494,0.21355259930957954
1.0000000000000007,-0.07253090533913756,-8.607005203405734,43.38152890176416,0.11662673140972402,0.21351015292432832,0.2135883157429251
1.0000000000000018,52.80187111412978,-16.590117101484882,10.396693956211163,0.06631982043207177,0.5130689014634621,0.5131557246263224
0.9999999999999994,45.45661554105786,-16.588698960008923,20.492154381578406,0.06632545365116348,0.5129794013514691,0.5130318878759828
1.0,36.42786841833599,-8.606089974307633,9.946418545087377,0.11663912346400122,0.213479499227945,0.21355266032673575
0.9999999999999138,105.36492313599632,-16.540188242554244,106.07304229994773,6.323109185441917,6.325952596538064,12.649035396276297
1.0000000000000002,-0.2885886993729019,-12.115888039061286,10.20968603751458,0.16184204889296885,0.30606118900246687,0.34426889635914554
1.0,9.563512975945526,-12.115883698056697,0.07095574361237332,0.1618418902994096,0.30606081570199983,0.3442683257481192
1.0000000000000002,-0.28858890911311064,5.724012931792045,10.20969203558836,0.16184166029914396,0.30606215593836295,0.3442684702965363
1.0000000000000007,9.563517921971082,5.724011197016698,0.070955923510236,0.16184140292290627,0.3060623090757035,0.34426835880426354
0.9999999999999999,0.11958742704289227,-0.862432118303627,1.3874532071219126,1.923570775513573,2.057408205199698,3.37869381114906
0.9999999999999986,1.5004236113598777,-0.6968418336899412,1.125237355971196,1.5186512758625725,2.9155355355611254,3.1944214007348952
0.9999999999999987,-1.5605785647699961,-3.8582786303579937,0.3998496476411519,0.5377133829580487,1.3796353370045034,1.3930788297895975
1.0,-15.741562129812769,-35.52977365754999,10.330855189311807,0.11302557120103146,0.2176674860043766,0.21966073675547237
1.0,-26.456369712351982,-51.34917251191481,3.081039809691171,0.10393635999070737,0.24481445522420203,0.24706796952327548
0.9999999999999988,-25.115659187217748,-51.29707645629426,-1.0154488122618157,0.31713672833603856,5.213885098532034,5.523021453894625
1.0,-18.830331715835502,-42.801732099215315,-2.390731037777376,4.452144561338304,4.461970861647309,8.876053706038196
1.0,-20.703556142981444,-21.23983379557357,3.469035705344633,2.5997798521049496,4.854646997675456,7.396525924091762
0.9999999999999992,-15.74156987056542,-35.52978844104293,-2.894508032007059,0.11302551738242574,0.21766772528376518,0.21966085175285835
1.0,-86.99364588092674,-121.37600206946627,30.917909671484292,0.11364511874169902,0.35603534093926936,0.42843642586158137
0.999999999999981,-38.57132894103974,-53.592317725662866,20.567802449616096,0.037477437863911556,24.67354143483334,24.6986812453219
1.0,-74.57338445856885,-96.26624290269956,51.74600879538866,0.11991734474141702,2.202724053510021,2.2170967473690655
1.0,-35.830965068447235,-44.1581788549877,23.96999318544236,0.09674615293539139,0.8461640256553977,0.9070054447773441
0.9999999999999621,-18.83029065994389,-42.80168907491372,8.90922421265272,4.452045203562609,4.462016145157514,8.875999630318848
0.9999999999999964,-25.115830434598415,-51.29718196902037,9.56693618793632,0.317139105657283,5.213929388281753,5.523068137106783
1.0,-26.456379343995554,-51.349190406841366,5.860677781148193,0.10393631934627826,0.24481457781913046,0.24706820187731945
0.9999999999999992,-22.002353782358902,-28.291019128933023,1.0212221953229623,0.1130257007137522,0.21766734412313557,0.219660354017041
1.000000000000001,-25.35635953919019,-30.97184786536543,-3.0131121993591345,0.3171382473097971,5.213900210085829,5.523038041762588
1.0,-19.01695818781718,-19.918422540337172,-3.926514965937251,4.452077641524124,4.46204921803866,8.876065008638236
0.9999999999999988,-25.356241578554748,-30.971846896211698,11.564593862821035,0.3171375746021538,5.213888578011214,5.5230257735987145
0.9999999999999991,-22.002371503496736,-28.291040888716786,6.415136057415357,0.11302559242060826,0.21766784737574854,0.219660716621127
1.000000000000038,-19.016968041724983,-19.918407655489585,10.44509018348165,4.4520698059115515,4.462053286297275,8.876061020426702
1.0,-39.21046159663911,-53.51223604561695,-10.426946783337467,0.03747747137994972,24.673449849854197,24.698589630284154
1.0,-86.99369544130302,-121.3761957070257,-8.412127780541114,0.11364573302643428,0.35603744979495794,0.4284395644745367
1.0,-35.83016273576292,-44.23703677044421,-15.15428204341768,0.09674575771701874,0.8461584417863002,0.9069994885606132
0.9999999999999977,-74.58625832743104,-96.36865937419218,-33.06906864129262,0.11991695834688886,2.202735795444814,2.217108194153367
1.0,-14.368562895278956,-32.20037149936343,12.98464984440922,6.492923978351193,6.731964392032251,13.21242368781145
1.0,-7.108407514927194,-15.790480365375993,11.54796583139702,1.5297329564018605,3.5937195004257307,5.123241316483118
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