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02_6_table.fsx
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02_6_table.fsx
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(**
---
title: Tables
category: Simple Charts
categoryindex: 3
index: 7
---
*)
(*** hide ***)
(*** condition: prepare ***)
#r "nuget: Newtonsoft.JSON, 13.0.1"
#r "nuget: DynamicObj, 2.0.0"
#r "../src/Plotly.NET/bin/Release/netstandard2.0/Plotly.NET.dll"
(*** condition: ipynb ***)
#if IPYNB
#r "nuget: Plotly.NET, {{fsdocs-package-version}}"
#r "nuget: Plotly.NET.Interactive, {{fsdocs-package-version}}"
#endif // IPYNB
(**
# Tables
[![Binder]({{root}}img/badge-binder.svg)](https://mybinder.org/v2/gh/plotly/Plotly.NET/gh-pages?filepath={{fsdocs-source-basename}}.ipynb) 
[![Script]({{root}}img/badge-script.svg)]({{root}}{{fsdocs-source-basename}}.fsx) 
[![Notebook]({{root}}img/badge-notebook.svg)]({{root}}{{fsdocs-source-basename}}.ipynb)
This example shows how to create tables in F#.
let's first create some data for the purpose of creating example charts:
*)
open Plotly.NET
open Plotly.NET.StyleParam
let table1 =
let header = ["<b>RowIndex</b>";"A";"simple";"table"]
let rows =
[
["0";"I" ;"am" ;"a"]
["1";"little";"example";"!"]
]
Chart.Table(header, rows)
(*** condition: ipynb ***)
#if IPYNB
table1
#endif // IPYNB
(***hide***)
table1 |> GenericChart.toChartHTML
(***include-it-raw***)
(**
A little bit of styling:
*)
let table2 =
let header = ["<b>RowIndex</b>";"A";"simple";"table"]
let rows =
[
["0";"I" ;"am" ;"a"]
["1";"little";"example";"!"]
]
Chart.Table(
header,
rows,
HeaderAlign = StyleParam.HorizontalAlign.Center,
CellsMultiAlign = [StyleParam.HorizontalAlign.Left; StyleParam.HorizontalAlign.Center; StyleParam.HorizontalAlign.Right],
HeaderFillColor = Color.fromString "#45546a",
CellsFillColor = Color.fromColors [Color.fromString "#deebf7"; Color.fromString "lightgrey"; Color.fromString "#deebf7"; Color.fromString "lightgrey"],
HeaderHeight = 30,
HeaderOutlineColor = Color.fromString "black",
HeaderOutlineWidth = 2.,
MultiColumnWidth = [70.; 50.; 100.; 70.],
ColumnOrder = [1; 2; 3; 4]
)
(*** condition: ipynb ***)
#if IPYNB
table2
#endif // IPYNB
(***hide***)
table2 |> GenericChart.toChartHTML
(***include-it-raw***)
(**
Value dependent cell coloring:
*)
let table3 =
let header2 = ["Identifier";"T0";"T1";"T2";"T3"]
let rowvalues =
[
[10001.;0.2;2.0;4.0;5.0]
[10002.;2.1;2.0;1.8;2.1]
[10003.;4.5;3.0;2.0;2.5]
[10004.;0.0;0.1;0.3;0.2]
[10005.;1.0;1.6;1.8;2.2]
[10006.;1.0;0.8;1.5;0.7]
[10007.;2.0;2.0;2.1;1.9]
]
|> Seq.sortBy (fun x -> x.[1])
//map color from value to hex representation
let mapColor min max value =
let proportion =
(255. * (value - min) / (max - min))
|> int
Color.fromRGB 255 (255 - proportion) proportion
//Assign a color to every cell seperately. Matrix must be transposed for correct orientation.
let cellcolor =
rowvalues
|> Seq.map (fun row ->
row
|> Seq.mapi (fun index value ->
if index = 0 then Color.fromString "white"
else mapColor 0. 5. value
)
)
|> Seq.transpose
|> Seq.map Color.fromColors
|> Color.fromColors
Chart.Table(
header2,
rowvalues,
CellsFillColor=cellcolor
)
(*** condition: ipynb ***)
#if IPYNB
table3
#endif // IPYNB
(***hide***)
table3 |> GenericChart.toChartHTML
(***include-it-raw***)
(**
Sequence representation:
*)
let table4 =
let sequence =
[
"ATGAGACGTCGAGACTGATAGACGTCGATAGACGTCGATAGACCG"
"ATAGACTCGTGATAGACGTCGATAGACGTCGATAGAGTATAGACC"
"GTGATAGACGTCGAGAAGACGTCGATAGACGTCGATAGACGTCGA"
"TAGAGATAGACGTCGATAGACCGTATAGAAGACGTCGATAGATAG"
"ACGTCGATAGACCGTAGACGTCGATAGACGTCGATAGACCGT"
]
|> String.concat ""
let elementsPerRow = 60
let headers =
[0..elementsPerRow]
|> Seq.map (fun x ->
if x%10=0 && x <> 0 then "|"
else ""
)
let cells =
sequence
|> Seq.chunkBySize elementsPerRow
|> Seq.mapi (fun i x -> Seq.append [string (i * elementsPerRow)] (Seq.map string x))
let cellcolors =
cells
|> Seq.map (fun row ->
row
|> Seq.map (fun element ->
match element with
//colors taken from DRuMS
//(http://biomodel.uah.es/en/model4/dna/atgc.htm)
| "A" -> Color.fromString "#5050FF"
| "T" -> Color.fromString "#E6E600"
| "G" -> Color.fromString "#00C000"
| "C" -> Color.fromString "#E00000"
| "U" -> Color.fromString "#B48100"
| _ -> Color.fromString "white"
)
)
|> Seq.transpose
|> Seq.map (fun x -> Seq.append x (seq [Color.fromString "white"]))
|> Seq.map Color.fromColors
|> Color.fromColors
let line = Line.init(Width = 0., Color = Color.fromString "white")
let chartwidth = 50 + 10 * elementsPerRow
Chart.Table(
headers,
cells,
CellsOutline = line,
HeaderOutline = line,
CellsHeight = 20,
MultiColumnWidth = [50.;10.],
CellsMultiAlign = [StyleParam.HorizontalAlign.Right;StyleParam.HorizontalAlign.Center],
CellsFillColor = cellcolors,
UseDefaults = false
)
|> Chart.withSize(Width=chartwidth)
|> Chart.withTitle "Sequence A"
(*** condition: ipynb ***)
#if IPYNB
table4
#endif // IPYNB
(***hide***)
table4 |> GenericChart.toChartHTML
(***include-it-raw***)