PlutoPlotly examples

PlutoPlotly examples.jl

### A Pluto.jl notebook ###
# v0.19.41

using Markdown
using InteractiveUtils

# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
macro bind(def, element)
    quote
        local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
        local el = $(esc(element))
        global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
        el
    end
end

# ╔═╡ bdfb156e-0cbb-11ef-37ae-837118de33d6
using PlutoPlotly

# ╔═╡ db9c7e7f-532a-42c9-a2ea-ce25bcfdb1ed
using DataFrames, DataFramesMeta, CSV

# ╔═╡ e8eb23f0-b803-4f42-b8f0-edc56d9246e1
using LinearAlgebra, Statistics

# ╔═╡ 6ed4dd43-fce0-466b-a5bb-0edbe5990538
using StatsBase

# ╔═╡ 10dbb116-7dfd-4d58-bc54-305c6e6972f4
using FilePaths

# ╔═╡ 1c9b5991-81d7-4487-bc7a-046241cb687c
using PlutoUI

# ╔═╡ 9098aeea-1a44-4dd3-a658-65f6a619a0ae
md"# PlutoPlotly examples"

# ╔═╡ dc493318-9a2f-4820-bf35-b85953f94f56
md"## Click callback"

# ╔═╡ 88b5d431-fd0f-4f8a-a758-bd14b61cb611
hover_text(n, color, animal) = "$n $color $animal"

# ╔═╡ 073f9dcb-a44a-4fcb-901e-27a60b2d69e3
md"## Visible callback"

# ╔═╡ 213ce5fd-3e4d-43bf-afd1-1ad47d61e6f9
md"# Appendix"

# ╔═╡ 749ca1c8-1068-4183-8455-e7a33eb57b94
md"## Data Loading"

# ╔═╡ b7980f43-b629-4f75-ad62-a0cb99a51f54
colors=["orange","blue","green"]

# ╔═╡ 7a819f67-06a9-49bf-bcdf-289ed332271d
animals=["fox","deer","chicken","cat","dog","guinea pig"]

# ╔═╡ ac24f2e2-8d34-4a9c-8f0c-c2a48651bdd1
N = 100

# ╔═╡ 0d453cc8-52f0-46f7-9f31-9a270c41d4d9
df = DataFrame(x=rand(N), y=rand(N), color=rand(colors,N), animal=rand(animals,N))

# ╔═╡ d4444576-9862-498e-9bd6-c6603aeffb35
md"## Plot utils"

# ╔═╡ e9f5d681-c1f7-486f-934d-ad59f17e9d39
function add_click_listener!(p)
	add_plotly_listener!(p, "plotly_click", """
		(e) => {
			let dt = e.points[0]
			PLOT.value = {x:dt.x, y:dt.y, text:dt.text, n:dt.pointNumber+1}
			PLOT.dispatchEvent(new CustomEvent('input'))
		}""")
	return p
end

# ╔═╡ b1961e35-6c1e-4efb-b286-1e2d2070a471
@bind clicked_animal let
	p = plot(df.x, df.y; mode="markers+color", name = "animals", 	
		text=hover_text.(1:N, df.color, df.animal), marker_color=df.color,
		showlegend=true)
	add_click_listener!(p)
end

# ╔═╡ 9a84509f-43ac-49f7-9f84-1aa4a9e9b192
ismissing(clicked_animal) || isnothing(clicked_animal) ? nothing : df[clicked_animal["n"],:]

# ╔═╡ 3519503a-ac2e-4345-8e06-34b2b0893589
clicked_animal

# ╔═╡ d26cbccb-83e5-4568-8d8f-3f83d3b96536
function add_visible_listener!(p)
	add_plotly_listener!(p, "plotly_relayout", """
		e => {
		let layout = PLOT.layout
		let asd = {xaxis: layout.xaxis.range, yaxis: layout.yaxis.range}
		PLOT.value = asd
		PLOT.dispatchEvent(new CustomEvent('input'))
		}
	""")
	return p
end

# ╔═╡ 0ac42949-73c8-4dc7-89c3-d81cd4498e87
@bind limits let
	p = plot(df.x, df.y; mode="markers+color", name = "animals", 	
		text=hover_text.(1:N, df.color, df.animal), marker_color=df.color,
		showlegend=true)
	add_visible_listener!(p)
end

# ╔═╡ 2522a9d7-7917-4475-a536-9e154490727d
visible_points = let
	if ismissing(limits)
		df
	else
		xmin, xmax = limits["xaxis"]
		ymin, ymax = limits["yaxis"]
		@rsubset df xmin <= :x <= xmax && ymin <= :y <= ymax
	end
end

# ╔═╡ 78d6d039-675d-4d51-af6b-bf85a1a7cdb8
md"## Dependencies"

# ╔═╡ 810bb127-e91a-42dc-87fc-e2a669bc669f
PlutoUI.TableOfContents()

# ╔═╡ 00000000-0000-0000-0000-000000000001
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[compat]
CSV = "~0.10.14"
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StatsBase = "~0.34.3"
"""

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git-tree-sha1 = "1ae939782a5ce9a004484eab5416411c7190d3ce"
uuid = "8e989ff0-3d88-8e9f-f020-2b208a939ff0"
version = "0.4.6"

    [deps.PlutoPlotly.extensions]
    PlotlyKaleidoExt = "PlotlyKaleido"
    UnitfulExt = "Unitful"

    [deps.PlutoPlotly.weakdeps]
    PlotlyKaleido = "f2990250-8cf9-495f-b13a-cce12b45703c"
    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.PlutoUI]]
deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
git-tree-sha1 = "ab55ee1510ad2af0ff674dbcced5e94921f867a9"
uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
version = "0.7.59"

[[deps.PooledArrays]]
deps = ["DataAPI", "Future"]
git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
version = "1.4.3"

[[deps.PrecompileTools]]
deps = ["Preferences"]
git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
version = "1.2.1"

[[deps.Preferences]]
deps = ["TOML"]
git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.4.3"

[[deps.PrettyTables]]
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "2.3.1"

[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"

[[deps.REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[deps.Reexport]]
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "1.2.2"

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deps = ["UUIDs"]
git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.3.0"

[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
version = "0.7.0"

[[deps.SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.4.1"

[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

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deps = ["DataStructures"]
git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
version = "1.2.1"

[[deps.SparseArrays]]
deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
version = "1.10.0"

[[deps.Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
version = "1.10.0"

[[deps.StatsAPI]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
version = "1.7.0"

[[deps.StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.34.3"

[[deps.StringManipulation]]
deps = ["PrecompileTools"]
git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.3.4"

[[deps.SuiteSparse_jll]]
deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
version = "7.2.1+1"

[[deps.TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
version = "1.0.3"

[[deps.TableMetadataTools]]
deps = ["DataAPI", "Dates", "TOML", "Tables", "Unitful"]
git-tree-sha1 = "c0405d3f8189bb9a9755e429c6ea2138fca7e31f"
uuid = "9ce81f87-eacc-4366-bf80-b621a3098ee2"
version = "0.1.0"

[[deps.TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
version = "1.0.1"

[[deps.Tables]]
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git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.11.1"

[[deps.Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
version = "1.10.0"

[[deps.TensorCore]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
version = "0.1.1"

[[deps.Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[deps.TranscodingStreams]]
git-tree-sha1 = "5d54d076465da49d6746c647022f3b3674e64156"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.10.8"
weakdeps = ["Random", "Test"]

    [deps.TranscodingStreams.extensions]
    TestExt = ["Test", "Random"]

[[deps.Tricks]]
git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f"
uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
version = "0.1.8"

[[deps.URIs]]
git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.5.1"

[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"

[[deps.UnPack]]
git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
version = "1.0.2"

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"

[[deps.Unitful]]
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git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
version = "1.19.0"

    [deps.Unitful.extensions]
    ConstructionBaseUnitfulExt = "ConstructionBase"
    InverseFunctionsUnitfulExt = "InverseFunctions"

    [deps.Unitful.weakdeps]
    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"

[[deps.WeakRefStrings]]
deps = ["DataAPI", "InlineStrings", "Parsers"]
git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
version = "1.4.2"

[[deps.WorkerUtilities]]
git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
version = "1.6.1"

[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.2.13+1"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.8.0+1"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.52.0+1"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"
"""

# ╔═╡ Cell order:
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