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18 changed files with 375 additions and 1 deletions

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.gitignore vendored
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@ -452,3 +452,4 @@ $RECYCLE.BIN/
!.vscode/tasks.json
!.vscode/launch.json
!.vscode/extensions.json
/RhSolutions.Api/MLModels

1
README Normal file
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Серверное API для работы формул плагина RhSolutions для Excel

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using Microsoft.AspNetCore.Http;
using Microsoft.Extensions.Primitives;
using RhSolutions.Api.Services;
namespace RhSolutions.Api.Tests;
public class ProductQueryModifierTests
{
private ProductQueryModifierFactory _factory;
[SetUp]
public void Setup()
{
_factory = new ProductQueryModifierFactory();
}
[TestCase("Монтажная гильза", "Гильза 16", "Монтажная гильза 16")]
[TestCase("Монтажная гильза", "Пресс-втулка 20", "Монтажная гильза 20")]
public void SleeveTest(string productType, string query, string modified) =>
Test(productType, query, modified);
[TestCase("Тройник RAUTITAN", "Тройник 20-16-16", "Тройник RAUTITAN -PLATINUM 20-16-16")]
[TestCase("Тройник RAUTITAN", "Тройник 20x16x16", "Тройник RAUTITAN -PLATINUM 20-16-16")]
public void TPieceTest(string productType, string query, string modified) =>
Test(productType, query, modified);
public void Test(string productType, string query, string modified)
{
Dictionary<string, StringValues> queryPair = new()
{
["query"] = new StringValues(query)
};
QueryCollection collection = new(queryPair);
QueryString expected = new($"?query={Uri.EscapeDataString(modified)}");
var modifier = _factory.GetModifier(productType);
bool result = modifier.TryQueryModify(collection, out var actual);
Assert.True(result);
Assert.That(actual, Is.EqualTo(expected));
}
}

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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<IsPackable>false</IsPackable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.1.0" />
<PackageReference Include="NUnit" Version="3.13.3" />
<PackageReference Include="NUnit3TestAdapter" Version="4.2.1" />
<PackageReference Include="NUnit.Analyzers" Version="3.3.0" />
<PackageReference Include="coverlet.collector" Version="3.1.2" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\RhSolutions.Api\RhSolutions.Api.csproj" />
</ItemGroup>
</Project>

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global using NUnit.Framework;

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using Microsoft.AspNetCore.Http.Extensions;
using RhSolutions.Api.Services;
namespace RhSolutions.Api.Middleware;
public class QueryModifier
{
private RequestDelegate _next;
public QueryModifier(RequestDelegate nextDelegate)
{
_next = nextDelegate;
}
public async Task Invoke(HttpContext context, IProductTypePredicter typePredicter, ProductQueryModifierFactory productQueryModifierFactory)
{
if (context.Request.Method == HttpMethods.Get
&& context.Request.Path == "/api/search")
{
string query = context.Request.Query["query"].ToString();
var productType = typePredicter.GetPredictedProductType(query);
var modifier = productQueryModifierFactory.GetModifier(productType!);
if (modifier.TryQueryModify(context.Request.Query, out var newQuery))
{
context.Request.QueryString = newQuery;
}
}
await _next(context);
}
}

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@ -1,6 +1,7 @@
using Microsoft.EntityFrameworkCore;
using RhSolutions.Models;
using RhSolutions.Api.Services;
using RhSolutions.Api.Middleware;
var builder = WebApplication.CreateBuilder(args);
@ -21,12 +22,15 @@ builder.Services.AddDbContext<RhSolutionsContext>(opts =>
opts.EnableSensitiveDataLogging(true);
}
});
builder.Services.AddScoped<IPricelistParser, ClosedXMLParser>();
builder.Services.AddScoped<IPricelistParser, ClosedXMLParser>()
.AddScoped<IProductTypePredicter, ProductTypePredicter>()
.AddSingleton<ProductQueryModifierFactory>();
builder.Services.AddControllers();
var app = builder.Build();
app.MapControllers();
app.UseMiddleware<QueryModifier>();
var context = app.Services.CreateScope().ServiceProvider
.GetRequiredService<RhSolutionsContext>();

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@ -13,9 +13,16 @@
<IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
<PrivateAssets>all</PrivateAssets>
</PackageReference>
<PackageReference Include="Microsoft.ML" Version="2.0.1" />
<PackageReference Include="Npgsql.EntityFrameworkCore.PostgreSQL" Version="7.0.4" />
<PackageReference Include="Npgsql.EntityFrameworkCore.PostgreSQL.Design" Version="1.1.0" />
<PackageReference Include="Rhsolutions.ProductSku" Version="1.0.0" />
</ItemGroup>
<ItemGroup>
<None Update="MLModels\model.zip">
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
</None>
</ItemGroup>
</Project>

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namespace RhSolutions.Api.Services
{
public class BypassQueryModifier : IProductQueryModifier
{
public bool TryQueryModify(IQueryCollection collection, out QueryString queryString)
{
queryString = QueryString.Empty;
return false;
}
}
}

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using System.Text;
using System.Text.RegularExpressions;
using Microsoft.AspNetCore.Http.Extensions;
namespace RhSolutions.Api.Services
{
public class FlexPipeQueryModifier : IProductQueryModifier
{
protected virtual string diameterPattern { get; } = @"16|20|25|32|40|50|63";
protected virtual string typePattern { get; } = @"(бухт)|(отр)";
protected virtual string pipeName { get; } = "Flex";
protected virtual Dictionary<string, string> diameterNames { get; } = new()
{
["16"] = "16x2,2",
["20"] = "20x2,8",
["25"] = "25x3,5",
["32"] = "32x4,4",
["40"] = "40x5,5",
["50"] = "50x6,9",
["63"] = "63x8,6"
};
public bool TryQueryModify(IQueryCollection collection, out QueryString queryString)
{
queryString = QueryString.Empty;
StringBuilder sb = new();
string query = collection["query"].ToString();
if (string.IsNullOrEmpty(query))
{
return false;
}
sb.Append($"Труба {pipeName} ");
var diameterMatches = Regex.Matches(query, diameterPattern);
string diameter;
if (diameterMatches.Count > 0)
{
diameter = diameterMatches.First().Value;
sb.Append($"{diameterNames[diameter]} " );
}
else
{
return false;
}
var typeMatches = Regex.Matches(query, typePattern);
if (typeMatches.Count > 0)
{
var type = typeMatches.First().Value;
if (type.StartsWith("бухт"))
{
sb.Append("бухта");
}
else
{
sb.Append("прям.отрезки");
}
}
else if (int.Parse(diameter) < 32)
{
sb.Append("бухта");
}
else
{
sb.Append("прям.отрезки");
}
QueryBuilder qb = new()
{
{ "query", sb.ToString() }
};
queryString = qb.ToQueryString();
return true;
}
}
}

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namespace RhSolutions.Api.Services
{
public interface IProductQueryModifier
{
public bool TryQueryModify(IQueryCollection collection, out QueryString queryString);
}
}

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namespace RhSolutions.Api.Services;
public interface IProductTypePredicter
{
public string? GetPredictedProductType(string productName);
}

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namespace RhSolutions.Api.Services;
public class ProductQueryModifierFactory
{
public IProductQueryModifier GetModifier(string productTypeName)
{
switch (productTypeName)
{
case "Монтажная гильза":
return new SleeveQueryModifier();
case "Тройник RAUTITAN":
return new TPieceQueryModifier();
case "Flex":
return new FlexPipeQueryModifier();
case "Stabil":
return new StabilPipeQueryModifier();
default:
return new BypassQueryModifier();
}
}
}

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using Microsoft.ML;
using Microsoft.ML.Data;
namespace RhSolutions.Api.Services;
public class ProductTypePredicter : IProductTypePredicter
{
private readonly string _modelPath = @"./MLModels/model.zip";
private MLContext _mlContext;
private ITransformer _loadedModel;
private PredictionEngine<Product, TypePrediction> _predEngine;
public ProductTypePredicter()
{
_mlContext = new MLContext(seed: 0);
_loadedModel = _mlContext.Model.Load(_modelPath, out var _);
_predEngine = _mlContext.Model.CreatePredictionEngine<Product, TypePrediction>(_loadedModel);
}
public string? GetPredictedProductType(string productName)
{
Product p = new()
{
Name = productName
};
var prediction = _predEngine.Predict(p);
return prediction.Type;
}
public class Product
{
[LoadColumn(0)]
public string? Name { get; set; }
[LoadColumn(1)]
public string? Type { get; set; }
}
public class TypePrediction
{
[ColumnName("PredictedLabel")]
public string? Type { get; set; }
}
}

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using System.Text.RegularExpressions;
using System.Text;
using Microsoft.AspNetCore.Http.Extensions;
namespace RhSolutions.Api.Services
{
public class SleeveQueryModifier : IProductQueryModifier
{
private readonly string pattern = @"\b(16|20|25|32|40|50|63)\b";
public bool TryQueryModify(IQueryCollection collection, out QueryString queryString)
{
queryString = QueryString.Empty;
var query = collection["query"].ToString();
if (string.IsNullOrEmpty(query))
{
return false;
}
var matches = Regex.Matches(query, pattern);
StringBuilder sb = new();
sb.Append("Монтажная гильза ");
if (matches.Count > 0)
{
sb.Append(matches.First());
}
else
{
return false;
}
QueryBuilder qb = new()
{
{"query", sb.ToString() }
};
queryString = qb.ToQueryString();
return true;
}
}
}

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namespace RhSolutions.Api.Services
{
public class StabilPipeQueryModifier : FlexPipeQueryModifier
{
protected override string diameterPattern => @"16|20|25|32|40";
protected override string pipeName => "Stabil -PLATINUM";
protected override Dictionary<string, string> diameterNames => new()
{
["16"] = "16,2х2,6",
["20"] = "20х2,9",
["25"] = "25х3,7",
["32"] = "32х4,7",
["40"] = "40х6,0"
};
}
}

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using Microsoft.AspNetCore.Http.Extensions;
using System.Text;
using System.Text.RegularExpressions;
namespace RhSolutions.Api.Services
{
public class TPieceQueryModifier : IProductQueryModifier
{
private readonly string pattern = @"16|20|25|32|40|50|63";
public bool TryQueryModify(IQueryCollection collection, out QueryString queryString)
{
queryString = QueryString.Empty;
var query = collection["query"].ToString();
if (string.IsNullOrEmpty(query))
{
return false;
}
var matches = Regex.Matches(query, pattern);
StringBuilder sb = new();
sb.Append("Тройник RAUTITAN -PLATINUM");
if (matches.Count == 1)
{
sb.Append($" {matches.First().Value}-{matches.First().Value}-{matches.First().Value}");
}
else if (matches.Count >= 3)
{
sb.Append($" {matches[0].Value}-{matches[1].Value}-{matches[2].Value}");
}
else
{
return false;
}
QueryBuilder qb = new()
{
{ "query", sb.ToString() }
};
queryString = qb.ToQueryString();
return true;
}
}
}

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@ -5,6 +5,8 @@ VisualStudioVersion = 17.0.31903.59
MinimumVisualStudioVersion = 10.0.40219.1
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RhSolutions.Api", "RhSolutions.Api\RhSolutions.Api.csproj", "{FD778359-7E92-4B5C-A4F9-7942A28E58F5}"
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RhSolutions.Api.Tests", "RhSolutions.Api.Tests\RhSolutions.Api.Tests.csproj", "{9A4E9EFA-B854-4C29-AA94-A6CE074EDABA}"
EndProject
Global
GlobalSection(SolutionConfigurationPlatforms) = preSolution
Debug|Any CPU = Debug|Any CPU
@ -18,5 +20,9 @@ Global
{FD778359-7E92-4B5C-A4F9-7942A28E58F5}.Debug|Any CPU.Build.0 = Debug|Any CPU
{FD778359-7E92-4B5C-A4F9-7942A28E58F5}.Release|Any CPU.ActiveCfg = Release|Any CPU
{FD778359-7E92-4B5C-A4F9-7942A28E58F5}.Release|Any CPU.Build.0 = Release|Any CPU
{9A4E9EFA-B854-4C29-AA94-A6CE074EDABA}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{9A4E9EFA-B854-4C29-AA94-A6CE074EDABA}.Debug|Any CPU.Build.0 = Debug|Any CPU
{9A4E9EFA-B854-4C29-AA94-A6CE074EDABA}.Release|Any CPU.ActiveCfg = Release|Any CPU
{9A4E9EFA-B854-4C29-AA94-A6CE074EDABA}.Release|Any CPU.Build.0 = Release|Any CPU
EndGlobalSection
EndGlobal