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ChrisMarinos#77 Fixed inconsistent line endings
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namespace FSharpKoans | ||
open FSharpKoans.Core | ||
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//--------------------------------------------------------------- | ||
// Getting Started with F# Type Providers | ||
// | ||
// F# Type Providers make things like processing data from a | ||
// variety of providers easily done in a typed fashion. | ||
// | ||
// Type Providers Available | ||
namespace FSharpKoans | ||
open FSharpKoans.Core | ||
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//--------------------------------------------------------------- | ||
// Getting Started with F# Type Providers | ||
// | ||
// F# Type Providers make things like processing data from a | ||
// variety of providers easily done in a typed fashion. | ||
// | ||
// Type Providers Available | ||
// * DbmlFile - http://msdn.microsoft.com/en-us/library/hh362326.aspx | ||
// * EdmxFile - http://msdn.microsoft.com/en-us/library/hh362313.aspx | ||
// * ODataService - http://msdn.microsoft.com/en-us/library/hh362325.aspx | ||
// * SqlDataConnection - http://msdn.microsoft.com/en-us/library/hh362320.aspx | ||
// * SqlEntityConnection - http://msdn.microsoft.com/en-us/library/hh362322.aspx | ||
// * WsdlService - http://msdn.microsoft.com/en-us/library/hh362328.aspx | ||
// * CSV - http://fsharp.github.io/FSharp.Data/library/CsvProvider.html | ||
// * HTML - http://fsharp.github.io/FSharp.Data/library/HtmlProvider.html | ||
// * JSON - http://fsharp.github.io/FSharp.Data/library/JsonProvider.html | ||
// * XML - http://fsharp.github.io/FSharp.Data/library/XmlProvider.html | ||
// * WorldBank - http://fsharp.github.io/FSharp.Data/library/WorldBank.html | ||
// | ||
// For a more thorough introduction to TypeProviders | ||
// https://docs.microsoft.com/en-us/dotnet/fsharp/tutorials/type-providers/ | ||
//--------------------------------------------------------------- | ||
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[<Koan(Sort = 23)>] | ||
module ``about type providers`` = | ||
open FSharp.Data | ||
open System.IO | ||
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type Simple = CsvProvider<"data/Stocks.csv"> | ||
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let getCsvContent = | ||
use file = File.OpenRead("data/Stocks.csv") | ||
Simple.Load(file).Rows | ||
|> Seq.toList // this is kind of a cheat to get around the fact that the stream needs to be closed | ||
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[<Koan>] | ||
let CountingLinesInACSV() = | ||
// you can count items with a sequence operation over the data | ||
let countOfItems = | ||
getCsvContent | ||
|> Seq.length | ||
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AssertEquality countOfItems __ // fix this | ||
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[<Koan>] | ||
let GetCsvContentAndPerformAProjection() = | ||
// try transformations like projections in a typed fashion with a simple predicate | ||
// typed to the column name | ||
let avgOpen = | ||
getCsvContent | ||
// What column makes this work? | ||
|> Seq.averageBy ( fun x -> x.Open ) // write this projection | ||
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AssertEquality 32.185217391304347826086956522m avgOpen | ||
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[<Koan>] | ||
let RenameAColumnAndSeeACompileTimeBreak() = | ||
// one of the benefits of type providers is that when the source changes, the compiler will tell you! | ||
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let avgAdjClose = | ||
getCsvContent | ||
// Rename the CSV column "Adj Close" to "AdjustedClose" in data/Stocks.csv | ||
// compile the code to see the code on the next line break | ||
|> Seq.averageBy (fun x -> x.``Adj Close`` ) | ||
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AssertEquality 32.175217391304347826086956522m avgAdjClose | ||
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type NugetStats = HtmlProvider<"https://www.nuget.org/packages/FSharp.Data"> | ||
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// helper function to analyze version numbers from Nuget | ||
let getMinorVersion (v:string) = | ||
System.Text.RegularExpressions.Regex(@"\d.\d").Match(v).Value | ||
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let getNugetStats = | ||
NugetStats().Tables.``Version History``.Rows | ||
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[<Koan>] | ||
let TypeProvidersExistForWebRequestsAsWell() = | ||
// group by minor version and calculate download count | ||
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let stats = | ||
getNugetStats | ||
|> Seq.groupBy (fun r -> | ||
getMinorVersion r.Version) | ||
|> Seq.map (fun (k, xs) -> | ||
k, xs |> Seq.sumBy (fun x -> x.Downloads)) | ||
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// * WsdlService - http://msdn.microsoft.com/en-us/library/hh362328.aspx | ||
// * CSV - http://fsharp.github.io/FSharp.Data/library/CsvProvider.html | ||
// * HTML - http://fsharp.github.io/FSharp.Data/library/HtmlProvider.html | ||
// * JSON - http://fsharp.github.io/FSharp.Data/library/JsonProvider.html | ||
// * XML - http://fsharp.github.io/FSharp.Data/library/XmlProvider.html | ||
// * WorldBank - http://fsharp.github.io/FSharp.Data/library/WorldBank.html | ||
// | ||
// For a more thorough introduction to TypeProviders | ||
// https://docs.microsoft.com/en-us/dotnet/fsharp/tutorials/type-providers/ | ||
//--------------------------------------------------------------- | ||
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[<Koan(Sort = 23)>] | ||
module ``about type providers`` = | ||
open FSharp.Data | ||
open System.IO | ||
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type Simple = CsvProvider<"data/Stocks.csv"> | ||
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let getCsvContent = | ||
use file = File.OpenRead("data/Stocks.csv") | ||
Simple.Load(file).Rows | ||
|> Seq.toList // this is kind of a cheat to get around the fact that the stream needs to be closed | ||
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[<Koan>] | ||
let CountingLinesInACSV() = | ||
// you can count items with a sequence operation over the data | ||
let countOfItems = | ||
getCsvContent | ||
|> Seq.length | ||
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AssertEquality countOfItems __ // fix this | ||
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[<Koan>] | ||
let GetCsvContentAndPerformAProjection() = | ||
// try transformations like projections in a typed fashion with a simple predicate | ||
// typed to the column name | ||
let avgOpen = | ||
getCsvContent | ||
// What column makes this work? | ||
|> Seq.averageBy ( fun x -> x.Open ) // write this projection | ||
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AssertEquality 32.185217391304347826086956522m avgOpen | ||
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[<Koan>] | ||
let RenameAColumnAndSeeACompileTimeBreak() = | ||
// one of the benefits of type providers is that when the source changes, the compiler will tell you! | ||
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let avgAdjClose = | ||
getCsvContent | ||
// Rename the CSV column "Adj Close" to "AdjustedClose" in data/Stocks.csv | ||
// compile the code to see the code on the next line break | ||
|> Seq.averageBy (fun x -> x.``Adj Close`` ) | ||
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AssertEquality 32.175217391304347826086956522m avgAdjClose | ||
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type NugetStats = HtmlProvider<"https://www.nuget.org/packages/FSharp.Data"> | ||
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// helper function to analyze version numbers from Nuget | ||
let getMinorVersion (v:string) = | ||
System.Text.RegularExpressions.Regex(@"\d.\d").Match(v).Value | ||
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let getNugetStats = | ||
NugetStats().Tables.``Version History``.Rows | ||
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[<Koan>] | ||
let TypeProvidersExistForWebRequestsAsWell() = | ||
// group by minor version and calculate download count | ||
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let stats = | ||
getNugetStats | ||
|> Seq.groupBy (fun r -> | ||
getMinorVersion r.Version) | ||
|> Seq.map (fun (k, xs) -> | ||
k, xs |> Seq.sumBy (fun x -> x.Downloads)) | ||
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AssertEquality __ __ |