public async Task PredictAndApplyLabelAsync(int number, string title, string body, ILogger logger)
{
var corefxIssue = new GitHubIssue
{
ID = number.ToString(),
Title = title,
Description = body
};
string label = await Predictor.PredictAsync(corefxIssue, logger);
if (label != null)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
logger.LogInformation($"Issue {corefxIssue.ID} : \"{corefxIssue.Title}\" was labeled as: {label}");
}
else
{
logger.LogInformation($"The Model is not able to assign the label to the Issue {corefxIssue.ID} confidently.");
}
}
public async Task PredictAndApplyLabelAsync(int number, string title, string body, ILogger logger)
{
if (_client == null)
{
await GitSetupAsync();
}
var corefxIssue = new GitHubIssue
{
Number = number,
Title = title,
Body = body
};
string label = Predictor.Predict(corefxIssue, logger, _threshold);
Issue issueGithubVersion = await _client.Issue.Get(_repoOwner, _repoName, number);
if (label != null && issueGithubVersion.Labels.Count == 0)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
issueUpdate.Milestone = issueGithubVersion.Milestone?.Number; // The number of milestone associated with the issue.
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
}
else
{
logger.LogInformation($"! The Model is not able to assign the label to the Issue {corefxIssue.Number} confidently.");
}
}
public async Task PredictAndApplyLabelAsync(int number, string title, string body, int?milestone, ILogger logger)
{
if (_client == null)
{
await GitSetupAsync();
}
var corefxIssue = new GitHubIssue
{
ID = number.ToString(),
Title = title,
Description = body
};
string label = await Predictor.PredictAsync(corefxIssue, logger, _threshold);
if (label != null)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
issueUpdate.Milestone = milestone; // The number of milestone associated with the issue.
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
}
else
{
logger.LogInformation($"! The Model is not able to assign the label to the Issue {corefxIssue.ID} confidently.");
}
}
public async Task <LabelSuggestion> PredictUsingModelsFromStorageQueue(string owner, string repo, int number)
{
if (_regex == null)
{
_regex = new Regex(@"@[a-zA-Z0-9_//-]+");
}
var modelHolder = _modelHolderFactory.CreateModelHolder(owner, repo);
if (modelHolder == null)
{
throw new InvalidOperationException($"Repo {owner}/{repo} is not yet configured for label prediction.");
}
if (!modelHolder.IsIssueEngineLoaded || (!modelHolder.UseIssuesForPrsToo && !modelHolder.IsPrEngineLoaded))
{
throw new InvalidOperationException("load engine before calling predict");
}
var iop = await _gitHubClientWrapper.GetIssue(owner, repo, number);
bool isPr = iop.PullRequest != null;
string body = iop.Body ?? string.Empty;
var userMentions = _regex.Matches(body).Select(x => x.Value).ToArray();
LabelSuggestion labelSuggestion = null;
if (isPr && !_useIssueLabelerForPrsToo)
{
var prModel = await CreatePullRequest(owner, repo, iop.Number, iop.Title, iop.Body, userMentions, iop.User.Login);
labelSuggestion = Predictor.Predict(prModel, _logger, modelHolder);
_logger.LogInformation("predicted with pr model the new way");
_logger.LogInformation(string.Join(",", labelSuggestion.LabelScores.Select(x => x.LabelName)));
return(labelSuggestion);
}
var issueModel = CreateIssue(iop.Number, iop.Title, iop.Body, userMentions, iop.User.Login);
labelSuggestion = Predictor.Predict(issueModel, _logger, modelHolder);
_logger.LogInformation("predicted with issue model the new way");
_logger.LogInformation(string.Join(",", labelSuggestion.LabelScores.Select(x => x.LabelName)));
return(labelSuggestion);
}
public async Task PredictAndApplyLabelAsync(int number, string title, string body, GithubObjectType issueOrPr, ILogger logger)
{
if (_client == null)
{
await GitSetupAsync();
}
if (_regex == null)
{
_regex = new Regex(@"@[a-zA-Z0-9_//-]+");
}
var userMentions = _regex.Matches(body).Select(x => x.Value).ToArray();
string label;
if (issueOrPr == GithubObjectType.Issue)
{
IssueModel issue = CreateIssue(number, title, body, userMentions);
label = Predictor.Predict(issue, logger, _threshold);
}
else
{
PrModel pr = await CreatePullRequest(number, title, body, userMentions);
label = Predictor.Predict(pr, logger, _threshold);
}
Issue issueGithubVersion = await _client.Issue.Get(_repoOwner, _repoName, number);
if (label != null && issueGithubVersion.Labels.Count == 0)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
issueUpdate.Milestone = issueGithubVersion.Milestone?.Number; // The number of milestone associated with the issue.
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
}
else
{
logger.LogInformation($"! The Model is not able to assign the label to the {issueOrPr} {number} confidently.");
}
}
public async Task PredictAndApplyLabelAsync(int number, string title, string body, GithubObjectType issueOrPr, ILogger logger)
{
if (_client == null)
{
await GitSetupAsync();
}
var corefxIssue = new GitHubIssue
{
Number = number,
Title = title,
Body = body,
IssueOrPr = issueOrPr,
IsPR = issueOrPr == GithubObjectType.PullRequest,
FilePaths = string.Empty
};
if (corefxIssue.IsPR)
{
IReadOnlyList <PullRequestFile> prFiles = await _client.PullRequest.Files(_repoOwner, _repoName, number);
corefxIssue.FilePaths = String.Join(";", prFiles.Select(x => x.FileName));
}
string label = Predictor.Predict(corefxIssue, logger, _threshold);
Issue issueGithubVersion = await _client.Issue.Get(_repoOwner, _repoName, number);
if (label != null && issueGithubVersion.Labels.Count == 0)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
issueUpdate.Milestone = issueGithubVersion.Milestone?.Number; // The number of milestone associated with the issue.
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
}
else
{
logger.LogInformation($"! The Model is not able to assign the label to the {issueOrPr} {corefxIssue.Number} confidently.");
}
}
public async Task PredictAndApplyLabelAsync(int number, string title, string body, GithubObjectType issueOrPr, ILogger logger)
{
if (_client == null)
{
await GitSetupAsync();
}
var corefxIssue = new GitHubIssue
{
Number = number,
Title = title,
Body = body,
IssueOrPr = issueOrPr
};
string label = Predictor.Predict(corefxIssue, logger, _threshold);
Issue issueGithubVersion = await _client.Issue.Get(_repoOwner, _repoName, number);
if (label.Equals("area-System.Net.Http.SocketsHttpHandler", StringComparison.OrdinalIgnoreCase))
{
label = "area-System.Net.Http";
}
if (label != null && issueGithubVersion.Labels.Count == 0)
{
var issueUpdate = new IssueUpdate();
issueUpdate.AddLabel(label);
issueUpdate.Milestone = issueGithubVersion.Milestone?.Number; // The number of milestone associated with the issue.
await _client.Issue.Update(_repoOwner, _repoName, number, issueUpdate);
}
else
{
logger.LogInformation($"! The Model is not able to assign the label to the {issueOrPr} {corefxIssue.Number} confidently.");
}
}
