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