2 Commits

Author SHA1 Message Date
e1fa178b64 lab4 2024-01-08 18:21:32 +04:00
96026e67a9 lab4 2024-01-06 23:45:37 +04:00
39 changed files with 635 additions and 240 deletions

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@@ -1,3 +1,5 @@
var/result/
## Ignore Visual Studio temporary files, build results, and
## files generated by popular Visual Studio add-ons.
##

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@@ -0,0 +1,15 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ" Version="3.6.2" />
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,31 @@
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "accepted");
channel.QueueBind(queue: "accepted",
exchange: "report",
routingKey: string.Empty);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += async (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
string outputText = $"Заявление принято к обработке {message}";
Console.WriteLine($" [x] Done. {outputText}");
channel.BasicAck(deliveryTag: ea.DeliveryTag, multiple: false);
};
channel.BasicConsume(queue: "accepted",
autoAck: false,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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@@ -0,0 +1,15 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ" Version="3.6.2" />
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,37 @@
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
Random rand = new Random();
string queueName = $"denied{rand.Next()}";
channel.QueueDeclare(queue: queueName);
channel.QueueBind(queue: queueName,
exchange: "report",
routingKey: string.Empty);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += async (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
int waitTime = rand.Next(20, 90);
Thread.Sleep(waitTime * 100);
string outputText = $"Заявление обработано {message} за {waitTime} минут";
Console.WriteLine($" [x] Done. {outputText}");
channel.BasicAck(deliveryTag: ea.DeliveryTag, multiple: false);
};
channel.BasicConsume(queue: queueName,
autoAck: false,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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@@ -0,0 +1,30 @@
using System.Text;
using RabbitMQ.Client;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.ExchangeDeclare(exchange: "report", type: ExchangeType.Fanout);
Random rand = new Random();
foreach (var item in Enumerable.Range(0, 1000))
{
var message = rand.Next().ToString();
var body = Encoding.UTF8.GetBytes(message);
channel.BasicPublish(exchange: "report",
routingKey: string.Empty,
basicProperties: null,
body: body);
Console.WriteLine($" [x] Поступило заявление {message}");
await Task.Delay(500);
}
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
static string GetMessage(string[] args)
{
return ((args.Length > 0) ? string.Join(" ", args) : "info: Принято!");
}

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@@ -0,0 +1,15 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ" Version="3.6.2" />
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,149 @@
# Отчёт по лабораторной работе №4
Выполнил: студент гр. ИСЭбд-41 Михайлов Ю.С.
## Прохождение туториалов
Установил RabbitMQ, Erlang и зашел в брокер под гостем по адресу http://localhost:15672/#/
Туториал 1:
![](pic/1.PNG)
![](pic/2.PNG)
![](pic/3.PNG)
Туториал 2:
![](pic/4.PNG)
![](pic/5.PNG)
![](pic/6.PNG)
![](pic/7.PNG)
Туториал 3:
![](pic/8.PNG)
![](pic/9.PNG)
![](pic/10.PNG)
## Разработка демонстрационных приложений
Предметная область - оформление заявлений на стипендию в университете. Разработано три приложения согласно предметной области.
1. Publisher:
```
using System.Text;
using RabbitMQ.Client;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.ExchangeDeclare(exchange: "report", type: ExchangeType.Fanout);
Random rand = new Random();
foreach (var item in Enumerable.Range(0, 1000))
{
var message = rand.Next().ToString();
var body = Encoding.UTF8.GetBytes(message);
channel.BasicPublish(exchange: "report",
routingKey: string.Empty,
basicProperties: null,
body: body);
Console.WriteLine($" [x] Поступило заявление {message}");
await Task.Delay(500);
}
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
static string GetMessage(string[] args)
{
return ((args.Length > 0) ? string.Join(" ", args) : "info: Принято!");
}
```
2. Consumer 1:
```
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "accepted");
channel.QueueBind(queue: "accepted",
exchange: "report",
routingKey: string.Empty);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += async (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
string outputText = $"Заявление принято к обработке {message}";
Console.WriteLine($" [x] Done. {outputText}");
channel.BasicAck(deliveryTag: ea.DeliveryTag, multiple: false);
};
channel.BasicConsume(queue: "accepted",
autoAck: false,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
```
3. Consumer 3:
```
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
Random rand = new Random();
string queueName = $"denied{rand.Next()}";
channel.QueueDeclare(queue: queueName);
channel.QueueBind(queue: queueName,
exchange: "report",
routingKey: string.Empty);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += async (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
int waitTime = rand.Next(20, 90);
Thread.Sleep(waitTime * 100);
string outputText = $"Заявление обработано {message} за {waitTime} минут";
Console.WriteLine($" [x] Done. {outputText}");
channel.BasicAck(deliveryTag: ea.DeliveryTag, multiple: false);
};
channel.BasicConsume(queue: queueName,
autoAck: false,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
```
## Результаты выполнения работы
Запуск каждой программы:
![](pic/11.PNG)
![](pic/12.PNG)
![](pic/13.PNG)
Результаты обработки:
![](pic/14.PNG)
![](pic/15.PNG)
Вывод: Consumer_2 нагружает меньше памяти, чем Consumer_1 и принимает сообщения гораздо быстрее, тем самым не позволяя очереди накапливать огромное количество сообщений

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Microsoft Visual Studio Solution File, Format Version 12.00
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Publisher", "Main\Publisher\Publisher.csproj", "{DAE03D67-36C7-424E-87F3-3D900293BA39}"
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@@ -0,0 +1,29 @@
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "hello",
durable: false,
exclusive: false,
autoDelete: false,
arguments: null);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += (model, ea) =>
{
var body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
Console.WriteLine($" [x] Received {message}");
};
channel.BasicConsume(queue: "hello",
autoAck: true,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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@@ -8,7 +8,7 @@
</PropertyGroup>
<ItemGroup>
<PackageReference Include="BenchmarkDotNet" Version="0.13.11" />
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,24 @@
using System.Text;
using RabbitMQ.Client;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "hello",
durable: false,
exclusive: false,
autoDelete: false,
arguments: null);
const string message = "Hello World!";
var body = Encoding.UTF8.GetBytes(message);
channel.BasicPublish(exchange: string.Empty,
routingKey: "hello",
basicProperties: null,
body: body);
Console.WriteLine($" [x] Sent {message}");
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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@@ -0,0 +1,14 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,32 @@
using System.Text;
using RabbitMQ.Client;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "task_queue",
durable: true,
exclusive: false,
autoDelete: false,
arguments: null);
var message = GetMessage(args);
var body = Encoding.UTF8.GetBytes(message);
var properties = channel.CreateBasicProperties();
properties.Persistent = true;
channel.BasicPublish(exchange: string.Empty,
routingKey: "task_queue",
basicProperties: properties,
body: body);
Console.WriteLine($" [x] Sent {message}");
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
static string GetMessage(string[] args)
{
return ((args.Length > 0) ? string.Join(" ", args) : "Урок 2");
}

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@@ -0,0 +1,14 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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@@ -0,0 +1,38 @@
using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.QueueDeclare(queue: "task_queue",
durable: true,
exclusive: false,
autoDelete: false,
arguments: null);
channel.BasicQos(prefetchSize: 0, prefetchCount: 1, global: false);
Console.WriteLine(" [*] Waiting for messages.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
Console.WriteLine($" [x] Received {message}");
int dots = message.Split('.').Length - 1;
Thread.Sleep(dots * 1000);
Console.WriteLine(" [x] Done");
channel.BasicAck(deliveryTag: ea.DeliveryTag, multiple: false);
};
channel.BasicConsume(queue: "task_queue",
autoAck: false,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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@@ -0,0 +1,14 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ.Client" Version="6.8.1" />
</ItemGroup>
</Project>

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using System.Text;
using RabbitMQ.Client;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.ExchangeDeclare(exchange: "logs", type: ExchangeType.Fanout);
var message = GetMessage(args);
var body = Encoding.UTF8.GetBytes(message);
channel.BasicPublish(exchange: "logs",
routingKey: string.Empty,
basicProperties: null,
body: body);
Console.WriteLine($" [x] Sent {message}");
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();
static string GetMessage(string[] args)
{
return ((args.Length > 0) ? string.Join(" ", args) : "info: третий туториал");
}

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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net6.0</TargetFramework>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ.Client" Version="6.4.0" />
</ItemGroup>
</Project>

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using System.Text;
using RabbitMQ.Client;
using RabbitMQ.Client.Events;
var factory = new ConnectionFactory { HostName = "localhost" };
using var connection = factory.CreateConnection();
using var channel = connection.CreateModel();
channel.ExchangeDeclare(exchange: "logs", type: ExchangeType.Fanout);
// declare a server-named queue
var queueName = channel.QueueDeclare().QueueName;
channel.QueueBind(queue: queueName,
exchange: "logs",
routingKey: string.Empty);
Console.WriteLine(" [*] Waiting for logs.");
var consumer = new EventingBasicConsumer(channel);
consumer.Received += (model, ea) =>
{
byte[] body = ea.Body.ToArray();
var message = Encoding.UTF8.GetString(body);
Console.WriteLine($" [x] {message}");
};
channel.BasicConsume(queue: queueName,
autoAck: true,
consumer: consumer);
Console.WriteLine(" Press [enter] to exit.");
Console.ReadLine();

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<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>net6.0</TargetFramework>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="RabbitMQ.Client" Version="6.4.0" />
</ItemGroup>
</Project>

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@@ -1,173 +0,0 @@
using System;
using System.Diagnostics;
using System.Threading.Tasks;
using BenchmarkDotNet.Attributes;
using BenchmarkDotNet.Running;
public class MatrixMultiplication
{
public static int[][] MultiplySequential(int[][] matrixA, int[][] matrixB)
{
int rowsA = matrixA.Length;
int colsA = matrixA[0].Length;
int colsB = matrixB[0].Length;
int[][] result = new int[rowsA][];
for (int i = 0; i < rowsA; i++)
{
result[i] = new int[colsB];
for (int j = 0; j < colsB; j++)
{
for (int k = 0; k < colsA; k++)
{
result[i][j] += matrixA[i][k] * matrixB[k][j];
}
}
}
return result;
}
public static int[][] MultiplyParallel(int[][] matrixA, int[][] matrixB, int numThreads)
{
int rowsA = matrixA.Length;
int colsA = matrixA[0].Length;
int colsB = matrixB[0].Length;
int[][] result = new int[rowsA][];
Parallel.For(0, rowsA, new ParallelOptions { MaxDegreeOfParallelism = numThreads }, i =>
{
result[i] = new int[colsB];
for (int j = 0; j < colsB; j++)
{
for (int k = 0; k < colsA; k++)
{
result[i][j] += matrixA[i][k] * matrixB[k][j];
}
}
});
return result;
}
[Benchmark]
public void MultiplySequential_100x100()
{
int[][] matrixA = GenerateRandomMatrix(100, 100);
int[][] matrixB = GenerateRandomMatrix(100, 100);
MultiplySequential(matrixA, matrixB);
}
[Benchmark]
public void MultiplyParallel_100x100_4TH()
{
int[][] matrixA = GenerateRandomMatrix(100, 100);
int[][] matrixB = GenerateRandomMatrix(100, 100);
MultiplyParallel(matrixA, matrixB, 4);
}
[Benchmark]
public void MultiplyParallel_100x100_8TH()
{
int[][] matrixA = GenerateRandomMatrix(100, 100);
int[][] matrixB = GenerateRandomMatrix(100, 100);
MultiplyParallel(matrixA, matrixB, 8);
}
[Benchmark]
public void MultiplyParallel_100x100_16TH()
{
int[][] matrixA = GenerateRandomMatrix(100, 100);
int[][] matrixB = GenerateRandomMatrix(100, 100);
MultiplyParallel(matrixA, matrixB, 16);
}
[Benchmark]
public void MultiplySequential_300x300()
{
int[][] matrixA = GenerateRandomMatrix(300, 300);
int[][] matrixB = GenerateRandomMatrix(300, 300);
MultiplySequential(matrixA, matrixB);
}
[Benchmark]
public void MultiplyParallel_300x300_4TH()
{
int[][] matrixA = GenerateRandomMatrix(300, 300);
int[][] matrixB = GenerateRandomMatrix(300, 300);
MultiplyParallel(matrixA, matrixB, 4);
}
[Benchmark]
public void MultiplyParallel_300x300_8TH()
{
int[][] matrixA = GenerateRandomMatrix(300, 300);
int[][] matrixB = GenerateRandomMatrix(300, 300);
MultiplyParallel(matrixA, matrixB, 8);
}
[Benchmark]
public void MultiplyParallel_300x300_16TH()
{
int[][] matrixA = GenerateRandomMatrix(300, 300);
int[][] matrixB = GenerateRandomMatrix(300, 300);
MultiplyParallel(matrixA, matrixB, 16);
}
[Benchmark]
public void MultiplySequential_500x500()
{
int[][] matrixA = GenerateRandomMatrix(500, 500);
int[][] matrixB = GenerateRandomMatrix(500, 500);
MultiplySequential(matrixA, matrixB);
}
[Benchmark]
public void MultiplyParallel_500x500_4TH()
{
int[][] matrixA = GenerateRandomMatrix(500, 500);
int[][] matrixB = GenerateRandomMatrix(500, 500);
MultiplyParallel(matrixA, matrixB, 4);
}
[Benchmark]
public void MultiplyParallel_500x500_8TH()
{
int[][] matrixA = GenerateRandomMatrix(500, 500);
int[][] matrixB = GenerateRandomMatrix(500, 500);
MultiplyParallel(matrixA, matrixB, 8);
}
[Benchmark]
public void MultiplyParallel_500x500_16TH()
{
int[][] matrixA = GenerateRandomMatrix(500, 500);
int[][] matrixB = GenerateRandomMatrix(500, 500);
MultiplyParallel(matrixA, matrixB, 16);
}
private static int[][] GenerateRandomMatrix(int rows, int cols)
{
int[][] matrix = new int[rows][];
Random rand = new Random();
for (int i = 0; i < rows; i++)
{
matrix[i] = new int[cols];
for (int j = 0; j < cols; j++)
{
matrix[i][j] = rand.Next(1, 10);
}
}
return matrix;
}
}
class Program
{
static void Main(string[] args)
{
var summary = BenchmarkRunner.Run<MatrixMultiplication>();
Console.ReadLine();
}
}

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@@ -1,66 +0,0 @@
# Отчёт по лабораторной работе №5
Выполнил: студент гр. ИСЭбд-41 Михайлов Ю.С.
## Запуск приложения
Было выбрано консольное приложение, язык программирования - C#.
Перемножение матриц обычным алгоритмом:
```
public static int[][] MultiplySequential(int[][] matrixA, int[][] matrixB)
{
int rowsA = matrixA.Length;
int colsA = matrixA[0].Length;
int colsB = matrixB[0].Length;
int[][] result = new int[rowsA][];
for (int i = 0; i < rowsA; i++)
{
result[i] = new int[colsB];
for (int j = 0; j < colsB; j++)
{
for (int k = 0; k < colsA; k++)
{
result[i][j] += matrixA[i][k] * matrixB[k][j];
}
}
}
return result;
}
```
Перемножение матриц параллельным алгоритмом:
```
public static int[][] MultiplyParallel(int[][] matrixA, int[][] matrixB, int numThreads)
{
int rowsA = matrixA.Length;
int colsA = matrixA[0].Length;
int colsB = matrixB[0].Length;
int[][] result = new int[rowsA][];
Parallel.For(0, rowsA, new ParallelOptions { MaxDegreeOfParallelism = numThreads }, i =>
{
result[i] = new int[colsB];
for (int j = 0; j < colsB; j++)
{
for (int k = 0; k < colsA; k++)
{
result[i][j] += matrixA[i][k] * matrixB[k][j];
}
}
});
return result;
}
```
## Результаты
![](pic.PNG)
Вывод: если в матрице не слишком много элементов, обычный алгоритм работает быстрее. Параллельный алгоритм следует использовать для обработки большого количества данных. В сравнении с однопоточным алгоритмом, работа параллельного в несколько раз быстрее.

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