How can I convert this foreach code to Parallel.ForEach?
I am a bit of confused about Parallel.ForEach
.
What is Parallel.ForEach
and what does it exactly do?
Please don't reference any MSDN link.
Here's a simple example :
string[] lines = File.ReadAllLines(txtProxyListPath.Text);
List<string> list_lines = new List<string>(lines);
foreach (string line in list_lines)
{
//My Stuff
}
How can I rewrite this example with Parallel.ForEach
?
Solution 1:
Foreach loop:
- Iterations takes place sequentially, one by one
- foreach loop is run from a single Thread.
- foreach loop is defined in every framework of .NET
- Execution of slow processes can be slower, as they're run serially
- Process 2 can't start until 1 is done. Process 3 can't start until 2 & 1 are done...
- Execution of quick processes can be faster, as there is no threading overhead
Parallel.ForEach:
- Execution takes place in parallel way.
- Parallel.ForEach uses multiple Threads.
- Parallel.ForEach is defined in .Net 4.0 and above frameworks.
- Execution of slow processes can be faster, as they can be run in parallel
- Processes 1, 2, & 3 may run concurrently (see reused threads in example, below)
- Execution of quick processes can be slower, because of additional threading overhead
The following example clearly demonstrates the difference between traditional foreach loop and
Parallel.ForEach() Example
using System;
using System.Diagnostics;
using System.Threading;
using System.Threading.Tasks;
namespace ParallelForEachExample
{
class Program
{
static void Main()
{
string[] colors = {
"1. Red",
"2. Green",
"3. Blue",
"4. Yellow",
"5. White",
"6. Black",
"7. Violet",
"8. Brown",
"9. Orange",
"10. Pink"
};
Console.WriteLine("Traditional foreach loop\n");
//start the stopwatch for "for" loop
var sw = Stopwatch.StartNew();
foreach (string color in colors)
{
Console.WriteLine("{0}, Thread Id= {1}", color, Thread.CurrentThread.ManagedThreadId);
Thread.Sleep(10);
}
Console.WriteLine("foreach loop execution time = {0} seconds\n", sw.Elapsed.TotalSeconds);
Console.WriteLine("Using Parallel.ForEach");
//start the stopwatch for "Parallel.ForEach"
sw = Stopwatch.StartNew();
Parallel.ForEach(colors, color =>
{
Console.WriteLine("{0}, Thread Id= {1}", color, Thread.CurrentThread.ManagedThreadId);
Thread.Sleep(10);
}
);
Console.WriteLine("Parallel.ForEach() execution time = {0} seconds", sw.Elapsed.TotalSeconds);
Console.Read();
}
}
}
Output
Traditional foreach loop
1. Red, Thread Id= 10
2. Green, Thread Id= 10
3. Blue, Thread Id= 10
4. Yellow, Thread Id= 10
5. White, Thread Id= 10
6. Black, Thread Id= 10
7. Violet, Thread Id= 10
8. Brown, Thread Id= 10
9. Orange, Thread Id= 10
10. Pink, Thread Id= 10
foreach loop execution time = 0.1054376 seconds
Using Parallel.ForEach example
1. Red, Thread Id= 10
3. Blue, Thread Id= 11
4. Yellow, Thread Id= 11
2. Green, Thread Id= 10
5. White, Thread Id= 12
7. Violet, Thread Id= 14
9. Orange, Thread Id= 13
6. Black, Thread Id= 11
8. Brown, Thread Id= 10
10. Pink, Thread Id= 12
Parallel.ForEach() execution time = 0.055976 seconds
Solution 2:
string[] lines = File.ReadAllLines(txtProxyListPath.Text);
List<string> list_lines = new List<string>(lines);
Parallel.ForEach(list_lines, line =>
{
//Your stuff
});