--- title: 'Explaining complex algorithms or logic' shortTitle: Explain complex logic intro: '{% data variables.product.prodname_copilot_chat_short %} can help add clear and concise documentation on complex algorithms or logic.' versions: feature: copilot category: - 'Documenting code' complexity: - Intermediate octicon: book topics: - Copilot --- 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.product.prodname_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 private static readonly HttpClient _client = new HttpClient(); public async Task 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 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(UpdateStatusLabel), message, statusLabel); } else { statusLabel.Text = message; } } ``` ## Example prompt We can ask {% data variables.product.prodname_copilot_chat_short %} to make this code easier to understand using comments. `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(); /// /// Fetches data from an API with retry mechanism and timeout functionality /// /// The URL to fetch data from /// Token to cancel the operation /// Maximum number of retry attempts /// Timeout duration in milliseconds /// UI label to show status updates public async Task 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); } /// /// Makes the actual API call to fetch data /// private async Task 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; } /// /// Updates UI label text safely across threads /// /// The message to display /// The label control to update 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(UpdateStatusLabel), message, statusLabel); } else { // Direct update if already on UI thread statusLabel.Text = message; } } ``` ## Further reading {% data reusables.copilot.example-prompts.further-reading-items %}