source: branches/OKB (trunk integration)/HeuristicLab.Services.OKB.DataAccess/3.3/Tests/DBTests.cs @ 5477

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
 *
 * HeuristicLab is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * HeuristicLab is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Data.Linq;
using System.Linq;
using HeuristicLab.Services.OKB.DataAccess;
using Microsoft.VisualStudio.TestTools.UnitTesting;

namespace HeuristicLab.Services.OKB.DataAccess_33.Tests {
  /// <summary>
  /// Summary description for DBTests
  /// </summary>
  [TestClass]
  public class DBTests {
    private const int PLATFORMS = 1;
    private const int DATATYPES_PER_PLATFORM = 500;
    private const int ALGORITHMCLASSES_PER_PLATFORM = 10;
    private const int ALGORITHMS_PER_CLASS = 10;
    private const int PROBLEMCLASSES_PER_PLATFORM = 10;
    private const int PROBLEMS_PER_CLASS = 10;
    private const int PARAMETERS_PER_ALGORITHM = 10;
    private const int RESULTS_PER_ALGORITHM = 10;
    private const int PARAMETERS_PER_PROBLEM = 10;
    private const int EXPERIMENTS_PER_PLATFORM = 1000;
    private const int RUNS_PER_EXPERIMENT = 10;
    private const int ALGORITHMDATA_SIZE = 1024 * 1024;
    private const int PROBLEMDATA_SIZE = 1024 * 1024;
    private const int BLOBVALUE_SIZE = 1024;

    private string[] sqlNames = new string[] { "varbinary", "nvarchar", "float", "bit", "bigint" };
    private Random random = new Random();
    private DataType[] varbinaryTypes;
    private DataType[] nvarcharTypes;
    private DataType[] floatTypes;
    private DataType[] bitTypes;
    private DataType[] bigintTypes;

    public DBTests() {
      //
      // TODO: Add constructor logic here
      //
    }

    private TestContext testContextInstance;

    /// <summary>
    ///Gets or sets the test context which provides
    ///information about and functionality for the current test run.
    ///</summary>
    public TestContext TestContext {
      get {
        return testContextInstance;
      }
      set {
        testContextInstance = value;
      }
    }

    #region Additional test attributes
    //
    // You can use the following additional attributes as you write your tests:
    //
    // Use ClassInitialize to run code before running the first test in the class
    // [ClassInitialize()]
    // public static void MyClassInitialize(TestContext testContext) { }
    //
    // Use ClassCleanup to run code after all tests in a class have run
    // [ClassCleanup()]
    // public static void MyClassCleanup() { }
    //
    // Use TestInitialize to run code before running each test 
    // [TestInitialize()]
    // public void MyTestInitialize() { }
    //
    // Use TestCleanup to run code after each test has run
    // [TestCleanup()]
    // public void MyTestCleanup() { }
    //
    #endregion

    [TestMethod]
    public void FetchRunsTest() {
      long[] ids;
      using (OKBDataContext okb = new OKBDataContext()) {
        ids = okb.Runs.Skip(100).Take(50).Select(x => x.Id).ToArray();
      }

      QueryService qs = new QueryService();
      qs.GetQueryResults(ids);
    }

    [TestMethod]
    public void GetFiltersTest() {
      List<DataTransfer.Filter> filters = new List<DataTransfer.Filter>();
      using (OKBDataContext okb = new OKBDataContext()) {
        // run filters
        filters.Add(new DataTransfer.OrdinalComparisonLongFilter(typeof(RunRandomSeedFilter).AssemblyQualifiedName, "Run Random Seed"));
        filters.Add(new DataTransfer.OrdinalComparisonDateTimeFilter(typeof(RunCreatedDateFilter).AssemblyQualifiedName, "Run Created Date"));
        filters.Add(new DataTransfer.SetComparisonStringFilter(typeof(RunUserNameFilter).AssemblyQualifiedName, "Run User Name"));
        filters.Add(new DataTransfer.SetComparisonStringFilter(typeof(RunClientNameFilter).AssemblyQualifiedName, "Run Client Name"));

        // result filters
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ResultNameFilter).AssemblyQualifiedName, "Result Name", okb.Results.Select(x => x.Name).Distinct().ToArray()));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringAvailableValuesFilter(typeof(ResultBlobValueDataTypeNameFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value Data Type Name", entity.Name, okb.ResultBlobValues.Where(x => x.Result.Name == entity.Name).Select(x => x.DataType.Name).Distinct().ToArray()));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonByteArrayFilter(typeof(ResultBlobValueValueFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value", entity.Name));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "bit").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonBoolFilter(typeof(ResultBoolValueValueFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value", entity.Name));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "float").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonDoubleFilter(typeof(ResultFloatValueValueFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value", entity.Name));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "bigint").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonLongFilter(typeof(ResultIntValueValueFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value", entity.Name));
        foreach (Result entity in okb.Results.Where(x => x.DataType.SqlName == "nvarchar").AsEnumerable().Distinct<Result>(new GenericEqualityComparer<Result>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringFilter(typeof(ResultStringValueValueFilter).AssemblyQualifiedName, "Result " + entity.Name + " Value", entity.Name));

        // algorithm parameter filters
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(AlgorithmParameterNameFilter).AssemblyQualifiedName, "Algorithm Parameter Name", okb.AlgorithmParameters.Select(x => x.Name).Distinct().ToArray()));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringAvailableValuesFilter(typeof(AlgorithmParameterBlobValueDataTypeNameFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value Data Type Name", entity.Name, okb.AlgorithmParameterBlobValues.Where(x => x.AlgorithmParameter.Name == entity.Name).Select(x => x.DataType.Name).Distinct().ToArray()));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonByteArrayFilter(typeof(AlgorithmParameterBlobValueValueFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value", entity.Name));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "bit").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonBoolFilter(typeof(AlgorithmParameterBoolValueValueFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value", entity.Name));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "float").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonDoubleFilter(typeof(AlgorithmParameterFloatValueValueFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value", entity.Name));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "bigint").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonLongFilter(typeof(AlgorithmParameterIntValueValueFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value", entity.Name));
        foreach (AlgorithmParameter entity in okb.AlgorithmParameters.Where(x => x.DataType.SqlName == "nvarchar").AsEnumerable().Distinct<AlgorithmParameter>(new GenericEqualityComparer<AlgorithmParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringFilter(typeof(AlgorithmParameterStringValueValueFilter).AssemblyQualifiedName, "Algorithm Parameter " + entity.Name + " Value", entity.Name));

        // algorithm filters
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(AlgorithmNameFilter).AssemblyQualifiedName, "Algorithm Name", okb.Algorithms.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(AlgorithmClassNameFilter).AssemblyQualifiedName, "Algorithm Class Name", okb.AlgorithmClasses.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(AlgorithmPlatformNameFilter).AssemblyQualifiedName, "Algorithm Platform Name", okb.Platforms.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(AlgorithmDataDataTypeNameFilter).AssemblyQualifiedName, "Algorithm Data Type Name", okb.Algorithms.Select(x => x.AlgorithmData.DataType.Name).Distinct().ToArray()));

        // problem parameter filters
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ProblemParameterNameFilter).AssemblyQualifiedName, "Problem Parameter Name", okb.ProblemParameters.Select(x => x.Name).Distinct().ToArray()));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringAvailableValuesFilter(typeof(ProblemParameterBlobValueDataTypeNameFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value Data Type Name", entity.Name, okb.ProblemParameterBlobValues.Where(x => x.ProblemParameter.Name == entity.Name).Select(x => x.DataType.Name).Distinct().ToArray()));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "varbinary").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonByteArrayFilter(typeof(ProblemParameterBlobValueValueFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value", entity.Name));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "bit").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameEqualityComparisonBoolFilter(typeof(ProblemParameterBoolValueValueFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value", entity.Name));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "float").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonDoubleFilter(typeof(ProblemParameterFloatValueValueFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value", entity.Name));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "bigint").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameOrdinalComparisonLongFilter(typeof(ProblemParameterIntValueValueFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value", entity.Name));
        foreach (ProblemParameter entity in okb.ProblemParameters.Where(x => x.DataType.SqlName == "nvarchar").AsEnumerable().Distinct<ProblemParameter>(new GenericEqualityComparer<ProblemParameter>((x, y) => x.Name == y.Name)))
          filters.Add(new DataTransfer.NameSetComparisonStringFilter(typeof(ProblemParameterStringValueValueFilter).AssemblyQualifiedName, "Problem Parameter " + entity.Name + " Value", entity.Name));

        // problem filters
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ProblemNameFilter).AssemblyQualifiedName, "Problem Name", okb.Problems.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ProblemClassNameFilter).AssemblyQualifiedName, "Problem Class Name", okb.ProblemClasses.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ProblemPlatformNameFilter).AssemblyQualifiedName, "Problem Platform Name", okb.Platforms.Select(x => x.Name).Distinct().ToArray()));
        filters.Add(new DataTransfer.SetComparisonStringAvailableValuesFilter(typeof(ProblemDataDataTypeNameFilter).AssemblyQualifiedName, "Problem Data Type Name", okb.Problems.Select(x => x.ProblemData.DataType.Name).Distinct().ToArray()));

        // and/or filters
        filters.Add(new DataTransfer.CombinedFilter(typeof(AndFilter).AssemblyQualifiedName, "And", DataTransfer.BooleanOperation.And));
        filters.Add(new DataTransfer.CombinedFilter(typeof(OrFilter).AssemblyQualifiedName, "Or", DataTransfer.BooleanOperation.Or));
      }
    }

    [TestMethod]
    public void ClearDB() {
      using (OKBDataContext okb = new OKBDataContext()) {
        okb.ExecuteCommand("DELETE FROM dbo.ResultBlobValue");
        okb.ExecuteCommand("DELETE FROM dbo.ResultBoolValue");
        okb.ExecuteCommand("DELETE FROM dbo.ResultFloatValue");
        okb.ExecuteCommand("DELETE FROM dbo.ResultIntValue");
        okb.ExecuteCommand("DELETE FROM dbo.ResultStringValue");

        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameterBlobValue");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameterBoolValue");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameterFloatValue");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameterIntValue");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameterStringValue");

        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameterBlobValue");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameterBoolValue");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameterFloatValue");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameterIntValue");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameterStringValue");

        okb.ExecuteCommand("DELETE FROM dbo.Run");
        okb.ExecuteCommand("DELETE FROM dbo.Experiment");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmData");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmUser");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmParameter");
        okb.ExecuteCommand("DELETE FROM dbo.Result");
        okb.ExecuteCommand("DELETE FROM dbo.Algorithm");
        okb.ExecuteCommand("DELETE FROM dbo.AlgorithmClass");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemData");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemUser");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemParameter");
        okb.ExecuteCommand("DELETE FROM dbo.Problem");
        okb.ExecuteCommand("DELETE FROM dbo.ProblemClass");
        okb.ExecuteCommand("DELETE FROM dbo.DataType");
        okb.ExecuteCommand("DELETE FROM dbo.Platform");
      }
    }

    [TestMethod]
    public void InitDummyDB() {
      using (OKBDataContext okb = new OKBDataContext()) {
        for (int i = 0; i < PLATFORMS; i++) {
          CreatePlatform(okb);
        }
        okb.SubmitChanges();
      }
    }

    [TestMethod]
    public void CreateDummyExperiments() {
      using (OKBDataContext okb = new OKBDataContext()) {
        foreach (Platform platform in okb.Platforms) {
          for (int i = 0; i < EXPERIMENTS_PER_PLATFORM; i++) {
            Algorithm[] algorithms = okb.Algorithms.Where(x => x.PlatformId == platform.Id).ToArray();
            Problem[] problems = okb.Problems.Where(x => x.PlatformId == platform.Id).ToArray();
            varbinaryTypes = null;
            nvarcharTypes = null;
            floatTypes = null;
            bitTypes = null;
            bigintTypes = null;

            CreateExperiment(okb, algorithms[random.Next(algorithms.Length)], problems[random.Next(problems.Length)], platform);
          }
          okb.SubmitChanges();
        }
      }
    }

    private void CreatePlatform(OKBDataContext okb) {
      Platform entity = new Platform();
      entity.Name = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      okb.Platforms.InsertOnSubmit(entity);

      for (int i = 0; i < DATATYPES_PER_PLATFORM; i++) {
        CreateDataType(okb, entity);
      }
      okb.SubmitChanges();

      varbinaryTypes = null;
      nvarcharTypes = null;
      floatTypes = null;
      bitTypes = null;
      bigintTypes = null;

      for (int i = 0; i < ALGORITHMCLASSES_PER_PLATFORM; i++) {
        CreateAlgorithmClass(okb, entity);
      }
      for (int i = 0; i < PROBLEMCLASSES_PER_PLATFORM; i++) {
        CreateProblemClass(okb, entity);
      }
    }
    private void CreateDataType(OKBDataContext okb, Platform platform) {
      DataType entity = new DataType();
      entity.Name = Guid.NewGuid().ToString();
      entity.TypeName = Guid.NewGuid().ToString();
      entity.SqlName = sqlNames[random.Next(sqlNames.Length)];
      entity.Platform = platform;
      okb.DataTypes.InsertOnSubmit(entity);
    }
    private DataType GetDataType(OKBDataContext okb, Platform platform, string sqlName) {
      if (varbinaryTypes == null) varbinaryTypes = okb.DataTypes.Where(x => (x.PlatformId == platform.Id) && (x.SqlName == "varbinary")).ToArray();
      if (nvarcharTypes == null) nvarcharTypes = okb.DataTypes.Where(x => (x.PlatformId == platform.Id) && (x.SqlName == "nvarchar")).ToArray();
      if (floatTypes == null) floatTypes = okb.DataTypes.Where(x => (x.PlatformId == platform.Id) && (x.SqlName == "float")).ToArray();
      if (bitTypes == null) bitTypes = okb.DataTypes.Where(x => (x.PlatformId == platform.Id) && (x.SqlName == "bit")).ToArray();
      if (bigintTypes == null) bigintTypes = okb.DataTypes.Where(x => (x.PlatformId == platform.Id) && (x.SqlName == "bigint")).ToArray();

      switch (sqlName) {
        case "varbinary": return varbinaryTypes[random.Next(varbinaryTypes.Length)];
        case "nvarchar": return nvarcharTypes[random.Next(nvarcharTypes.Length)];
        case "float": return floatTypes[random.Next(floatTypes.Length)];
        case "bit": return bitTypes[random.Next(bitTypes.Length)];
        case "bigint": return bigintTypes[random.Next(bigintTypes.Length)];
        default: return null;
      }
    }
    private void CreateAlgorithmClass(OKBDataContext okb, Platform platform) {
      AlgorithmClass entity = new AlgorithmClass();
      entity.Name = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      for (int i = 0; i < ALGORITHMS_PER_CLASS; i++) {
        CreateAlgorithm(okb, entity, platform);
      }
      okb.AlgorithmClasses.InsertOnSubmit(entity);
    }
    private void CreateProblemClass(OKBDataContext okb, Platform platform) {
      ProblemClass entity = new ProblemClass();
      entity.Name = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      for (int i = 0; i < PROBLEMS_PER_CLASS; i++) {
        CreateProblem(okb, entity, platform);
      }
      okb.ProblemClasses.InsertOnSubmit(entity);
    }
    private void CreateAlgorithm(OKBDataContext okb, AlgorithmClass algorithmClass, Platform platform) {
      Algorithm entity = new Algorithm();
      entity.Name = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      entity.AlgorithmClass = algorithmClass;
      entity.Platform = platform;
      CreateAlgorithmData(okb, entity, platform);
      for (int i = 0; i < PARAMETERS_PER_ALGORITHM; i++) {
        CreateAlgorithmParameter(okb, entity, platform);
      }
      for (int i = 0; i < RESULTS_PER_ALGORITHM; i++) {
        CreateResult(okb, entity, platform);
      }
      okb.Algorithms.InsertOnSubmit(entity);
    }
    private void CreateAlgorithmData(OKBDataContext okb, Algorithm algorithm, Platform platform) {
      AlgorithmData entity = new AlgorithmData();
      entity.Algorithm = algorithm;
      entity.Data = new System.Data.Linq.Binary(new byte[ALGORITHMDATA_SIZE]);
      entity.DataType = GetDataType(okb, platform, "varbinary");
      okb.AlgorithmDatas.InsertOnSubmit(entity);
    }
    private void CreateAlgorithmParameter(OKBDataContext okb, Algorithm algorithm, Platform platform) {
      AlgorithmParameter entity = new AlgorithmParameter();
      entity.Name = Guid.NewGuid().ToString();
      entity.Alias = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      entity.Algorithm = algorithm;
      entity.DataType = GetDataType(okb, platform, sqlNames[random.Next(sqlNames.Length)]);
      okb.AlgorithmParameters.InsertOnSubmit(entity);
    }
    private void CreateResult(OKBDataContext okb, Algorithm algorithm, Platform platform) {
      Result entity = new Result();
      entity.Name = Guid.NewGuid().ToString();
      entity.Alias = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      entity.Algorithm = algorithm;
      entity.DataType = GetDataType(okb, platform, sqlNames[random.Next(sqlNames.Length)]);
      okb.Results.InsertOnSubmit(entity);
    }
    private void CreateProblem(OKBDataContext okb, ProblemClass problemClass, Platform platform) {
      Problem entity = new Problem();
      entity.Name = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      entity.ProblemClass = problemClass;
      entity.Platform = platform;
      CreateProblemData(okb, entity, platform);
      for (int i = 0; i < PARAMETERS_PER_PROBLEM; i++) {
        CreateProblemParameter(okb, entity, platform);
      }
      okb.Problems.InsertOnSubmit(entity);
    }
    private void CreateProblemData(OKBDataContext okb, Problem problem, Platform platform) {
      ProblemData entity = new ProblemData();
      entity.Problem = problem;
      entity.Data = new System.Data.Linq.Binary(new byte[PROBLEMDATA_SIZE]);
      entity.DataType = GetDataType(okb, platform, "varbinary");
      okb.ProblemDatas.InsertOnSubmit(entity);
    }
    private void CreateProblemParameter(OKBDataContext okb, Problem problem, Platform platform) {
      ProblemParameter entity = new ProblemParameter();
      entity.Name = Guid.NewGuid().ToString();
      entity.Alias = Guid.NewGuid().ToString();
      entity.Description = Guid.NewGuid().ToString();
      entity.Problem = problem;
      entity.DataType = GetDataType(okb, platform, sqlNames[random.Next(sqlNames.Length)]);
      okb.ProblemParameters.InsertOnSubmit(entity);
    }
    private void CreateExperiment(OKBDataContext okb, Algorithm algorithm, Problem problem, Platform platform) {
      Experiment entity = new Experiment();
      entity.Algorithm = algorithm;
      entity.Problem = problem;

      foreach (AlgorithmParameter algorithmParameter in okb.AlgorithmParameters.Where(x => x.AlgorithmId == algorithm.Id)) {
        CreateAlgorithmParameterValue(okb, algorithmParameter, entity, platform);
      }
      foreach (ProblemParameter problemParameter in okb.ProblemParameters.Where(x => x.ProblemId == problem.Id)) {
        CreateProblemParameterValue(okb, problemParameter, entity, platform);
      }

      for (int i = 0; i < RUNS_PER_EXPERIMENT; i++) {
        CreateRun(okb, entity, platform);
      }
      okb.Experiments.InsertOnSubmit(entity);
    }
    private void CreateAlgorithmParameterValue(OKBDataContext okb, AlgorithmParameter algorithmParameter, Experiment experiment, Platform platform) {
      switch (algorithmParameter.DataType.SqlName) {
        case "varbinary":
          AlgorithmParameterBlobValue v1 = new AlgorithmParameterBlobValue();
          v1.AlgorithmParameter = algorithmParameter;
          v1.Experiment = experiment;
          v1.Value = new Binary(new byte[BLOBVALUE_SIZE]);
          v1.DataType = GetDataType(okb, platform, "varbinary");
          okb.AlgorithmParameterBlobValues.InsertOnSubmit(v1);
          return;
        case "bit":
          AlgorithmParameterBoolValue v2 = new AlgorithmParameterBoolValue();
          v2.AlgorithmParameter = algorithmParameter;
          v2.Experiment = experiment;
          v2.Value = random.Next(2) == 0;
          v2.DataType = GetDataType(okb, platform, "bit");
          okb.AlgorithmParameterBoolValues.InsertOnSubmit(v2);
          return;
        case "float":
          AlgorithmParameterFloatValue v3 = new AlgorithmParameterFloatValue();
          v3.AlgorithmParameter = algorithmParameter;
          v3.Experiment = experiment;
          v3.Value = random.NextDouble();
          v3.DataType = GetDataType(okb, platform, "float");
          okb.AlgorithmParameterFloatValues.InsertOnSubmit(v3);
          return;
        case "bigint":
          AlgorithmParameterIntValue v4 = new AlgorithmParameterIntValue();
          v4.AlgorithmParameter = algorithmParameter;
          v4.Experiment = experiment;
          v4.Value = random.Next();
          v4.DataType = GetDataType(okb, platform, "bigint");
          okb.AlgorithmParameterIntValues.InsertOnSubmit(v4);
          return;
        case "nvarchar":
          AlgorithmParameterStringValue v5 = new AlgorithmParameterStringValue();
          v5.AlgorithmParameter = algorithmParameter;
          v5.Experiment = experiment;
          v5.Value = Guid.NewGuid().ToString();
          v5.DataType = GetDataType(okb, platform, "nvarchar");
          okb.AlgorithmParameterStringValues.InsertOnSubmit(v5);
          return;
      }
    }
    private void CreateProblemParameterValue(OKBDataContext okb, ProblemParameter problemParameter, Experiment experiment, Platform platform) {
      switch (problemParameter.DataType.SqlName) {
        case "varbinary":
          ProblemParameterBlobValue v1 = new ProblemParameterBlobValue();
          v1.ProblemParameter = problemParameter;
          v1.Experiment = experiment;
          v1.Value = new Binary(new byte[BLOBVALUE_SIZE]);
          v1.DataType = GetDataType(okb, platform, "varbinary");
          okb.ProblemParameterBlobValues.InsertOnSubmit(v1);
          return;
        case "bit":
          ProblemParameterBoolValue v2 = new ProblemParameterBoolValue();
          v2.ProblemParameter = problemParameter;
          v2.Experiment = experiment;
          v2.Value = random.Next(2) == 0;
          v2.DataType = GetDataType(okb, platform, "bit");
          okb.ProblemParameterBoolValues.InsertOnSubmit(v2);
          return;
        case "float":
          ProblemParameterFloatValue v3 = new ProblemParameterFloatValue();
          v3.ProblemParameter = problemParameter;
          v3.Experiment = experiment;
          v3.Value = random.NextDouble();
          v3.DataType = GetDataType(okb, platform, "float");
          okb.ProblemParameterFloatValues.InsertOnSubmit(v3);
          return;
        case "bigint":
          ProblemParameterIntValue v4 = new ProblemParameterIntValue();
          v4.ProblemParameter = problemParameter;
          v4.Experiment = experiment;
          v4.Value = random.Next();
          v4.DataType = GetDataType(okb, platform, "bigint");
          okb.ProblemParameterIntValues.InsertOnSubmit(v4);
          return;
        case "nvarchar":
          ProblemParameterStringValue v5 = new ProblemParameterStringValue();
          v5.ProblemParameter = problemParameter;
          v5.Experiment = experiment;
          v5.Value = Guid.NewGuid().ToString();
          v5.DataType = GetDataType(okb, platform, "nvarchar");
          okb.ProblemParameterStringValues.InsertOnSubmit(v5);
          return;
      }
    }
    private void CreateRun(OKBDataContext okb, Experiment experiment, Platform platform) {
      Run entity = new Run();
      entity.RandomSeed = random.Next();
      entity.CreatedDate = DateTime.Now;
      entity.UserId = Guid.NewGuid();
      entity.ClientId = Guid.NewGuid();
      entity.Experiment = experiment;

      foreach (Result result in okb.Results.Where(x => x.AlgorithmId == experiment.AlgorithmId)) {
        CreateResultValue(okb, result, entity, platform);
      }
      okb.Runs.InsertOnSubmit(entity);
    }
    private void CreateResultValue(OKBDataContext okb, Result result, Run run, Platform platform) {
      switch (result.DataType.SqlName) {
        case "varbinary":
          ResultBlobValue v1 = new ResultBlobValue();
          v1.Result = result;
          v1.Run = run;
          v1.Value = new Binary(new byte[BLOBVALUE_SIZE]);
          v1.DataType = GetDataType(okb, platform, "varbinary");
          okb.ResultBlobValues.InsertOnSubmit(v1);
          return;
        case "bit":
          ResultBoolValue v2 = new ResultBoolValue();
          v2.Result = result;
          v2.Run = run;
          v2.Value = random.Next(2) == 0;
          v2.DataType = GetDataType(okb, platform, "bit");
          okb.ResultBoolValues.InsertOnSubmit(v2);
          return;
        case "float":
          ResultFloatValue v3 = new ResultFloatValue();
          v3.Result = result;
          v3.Run = run;
          v3.Value = random.NextDouble();
          v3.DataType = GetDataType(okb, platform, "float");
          okb.ResultFloatValues.InsertOnSubmit(v3);
          return;
        case "bigint":
          ResultIntValue v4 = new ResultIntValue();
          v4.Result = result;
          v4.Run = run;
          v4.Value = random.Next();
          v4.DataType = GetDataType(okb, platform, "bigint");
          okb.ResultIntValues.InsertOnSubmit(v4);
          return;
        case "nvarchar":
          ResultStringValue v5 = new ResultStringValue();
          v5.Result = result;
          v5.Run = run;
          v5.Value = Guid.NewGuid().ToString();
          v5.DataType = GetDataType(okb, platform, "nvarchar");
          okb.ResultStringValues.InsertOnSubmit(v5);
          return;
      }
    }
  }
}