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docs/content/copilot/tutorials/copilot-chat-cookbook/document-code/explain-complex-logic.md
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Co-authored-by: Claire W <78226508+crwaters16@users.noreply.github.com>
Co-authored-by: Anne-Marie <102995847+am-stead@users.noreply.github.com>
Co-authored-by: Jules <19994093+jules-p@users.noreply.github.com>
Co-authored-by: Jules Porter <jules-p@users.noreply.github.com>
Co-authored-by: hubwriter <hubwriter@github.com>
Co-authored-by: Robert Sese <734194+rsese@users.noreply.github.com>
2025-10-29 18:30:03 +00:00

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---
title: Explaining complex algorithms or logic
shortTitle: Explain complex logic
intro: '{% data variables.copilot.copilot_chat_short %} can help add clear and concise documentation on complex algorithms or logic.'
redirect_from:
- /copilot/example-prompts-for-github-copilot-chat/documenting-code/explaining-complex-algorithms-or-logic
- /copilot/copilot-chat-cookbook/documenting-code/explaining-complex-algorithms-or-logic
- /copilot/tutorials/copilot-chat-cookbook/documenting-code/explaining-complex-algorithms-or-logic
- /copilot/tutorials/copilot-chat-cookbook/documenting-code/explain-complex-logic
versions:
feature: copilot
category:
- Documenting code
- Author and optimize with Copilot
complexity:
- Intermediate
octicon: book
topics:
- Copilot
contentType: tutorials
---
There may be times where you need to explain complex algorithms or logic in your code. This can be challenging, especially when you're trying to make it understandable to others. {% data variables.copilot.copilot_chat_short %} can help you with this task by providing you with suggestions on how to explain the algorithm or logic in a clear and concise manner.
## Example scenario
In the C# code below, we have a method which fetches data, retries if there's an error, and updates a status label. You might want to explain, in comments in the code, how the method works and how it handles retries and cancellations.
```csharp id=fetch-data-with-retry
private static readonly HttpClient _client = new HttpClient();
public async Task<string> FetchDataFromApiWithRetryAsync(string apiUrl, CancellationToken cancellationToken, int maxRetries, int cancellationDelay, Label statusLabel)
{
var retryCount = 0;
using var cts = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken);
while (retryCount < maxRetries)
{
try
{
cts.CancelAfter(cancellationDelay);
return await FetchDataFromApiAsync(cts.Token, statusLabel);
}
catch (Exception ex) when (!(ex is OperationCanceledException))
{
if (retryCount < maxRetries - 1) {
retryCount++;
int delay = (int)Math.Pow(2, retryCount) * 1000;
await Task.Delay(delay, cancellationToken);
UpdateStatusLabel($"Retrying ({retryCount}/{maxRetries})...", statusLabel);
} else {
throw new Exception($"Failed to fetch data after {maxRetries} retries: {ex.Message}", ex);
}
}
}
throw new OperationCanceledException("The operation was cancelled.", cts.Token);
}
private async Task<string> FetchDataFromApiAsync(string apiUrl, CancellationToken cancellationToken, Label statusLabel)
{
UpdateStatusLabel("Fetching data...", statusLabel);
HttpResponseMessage response = await _client.GetAsync(apiUrl, cancellationToken);
response.EnsureSuccessStatusCode();
string data = await response.Content.ReadAsStringAsync();
UpdateStatusLabel("Data fetched.", statusLabel);
return data;
}
private void UpdateStatusLabel(string message, Label statusLabel)
{
if (statusLabel.InvokeRequired) {
statusLabel.BeginInvoke(new Action<string, Label>(UpdateStatusLabel), message, statusLabel);
} else {
statusLabel.Text = message;
}
}
```
## Example prompt
We can ask {% data variables.copilot.copilot_chat_short %} to make this code easier to understand using comments.
```copilot copy prompt ref=fetch-data-with-retry
Add comments to this code to make it more understandable
```
## Example response
{% data reusables.copilot.example-prompts.response-is-an-example %}
{% data variables.product.prodname_copilot_short %} responds with an overview of the update it suggests, and the code snippet with the comments added:
```csharp
// Shared HttpClient instance for making HTTP requests (best practice for reuse)
private static readonly HttpClient _client = new HttpClient();
/// <summary>
/// Fetches data from an API with retry mechanism and timeout functionality
/// </summary>
/// <param name="apiUrl">The URL to fetch data from</param>
/// <param name="cancellationToken">Token to cancel the operation</param>
/// <param name="maxRetries">Maximum number of retry attempts</param>
/// <param name="cancellationDelay">Timeout duration in milliseconds</param>
/// <param name="statusLabel">UI label to show status updates</param>
public async Task<string> FetchDataFromApiWithRetryAsync(string apiUrl, CancellationToken cancellationToken, int maxRetries, int cancellationDelay, Label statusLabel)
{
var retryCount = 0;
// Create a linked cancellation token that combines user cancellation and timeout
using var cts = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken);
while (retryCount < maxRetries)
{
try
{
// Set timeout for this attempt
cts.CancelAfter(cancellationDelay);
return await FetchDataFromApiAsync(cts.Token, statusLabel);
}
catch (Exception ex) when (!(ex is OperationCanceledException))
{
// If not the last retry attempt, implement exponential backoff
if (retryCount < maxRetries - 1) {
retryCount++;
// Exponential backoff: 2^retryCount seconds (1s, 2s, 4s, 8s, etc.)
int delay = (int)Math.Pow(2, retryCount) * 1000;
await Task.Delay(delay, cancellationToken);
UpdateStatusLabel($"Retrying ({retryCount}/{maxRetries})...", statusLabel);
} else {
// If all retries failed, throw exception with details
throw new Exception($"Failed to fetch data after {maxRetries} retries: {ex.Message}", ex);
}
}
}
// This is reached if maxRetries is 0 or some other unexpected case
throw new OperationCanceledException("The operation was cancelled.", cts.Token);
}
/// <summary>
/// Makes the actual API call to fetch data
/// </summary>
private async Task<string> FetchDataFromApiAsync(string apiUrl, CancellationToken cancellationToken, Label statusLabel)
{
UpdateStatusLabel("Fetching data...", statusLabel);
// Perform HTTP GET request with cancellation support
HttpResponseMessage response = await _client.GetAsync(apiUrl, cancellationToken);
response.EnsureSuccessStatusCode(); // Throws if response is not successful
string data = await response.Content.ReadAsStringAsync();
UpdateStatusLabel("Data fetched.", statusLabel);
return data;
}
/// <summary>
/// Updates UI label text safely across threads
/// </summary>
/// <param name="message">The message to display</param>
/// <param name="statusLabel">The label control to update</param>
private void UpdateStatusLabel(string message, Label statusLabel)
{
// Check if we need to invoke on UI thread
if (statusLabel.InvokeRequired) {
// Use BeginInvoke to update label on UI thread
statusLabel.BeginInvoke(new Action<string, Label>(UpdateStatusLabel), message, statusLabel);
} else {
// Direct update if already on UI thread
statusLabel.Text = message;
}
}
```
## Further reading
{% data reusables.copilot.example-prompts.further-reading-items %}