/// <summary>
/// Main execution method for activity
/// </summary>
/// <param name="context"></param>
protected TextEvaluationOutputModel Execute(string Text, string apiKey = "")
{
TextEvaluationOutputModel _contentModeratorOutput = new TextEvaluationOutputModel();
var textInput = Text;
textInput = textInput.Replace(System.Environment.NewLine, " ");
if (apiKey != "")
{
// Sets to the user's apiKey, if supplied; if not, defaults to a free key
ContentModeratorHelper.ApiKey = apiKey;
}
try
{
// Screen the input text: check for profanity, classify the text into three categories
// do autocorrect text, and check for personally identifying
// information (PII)
_contentModeratorOutput = ContentModeratorHelper.GetTextEvaluationOutput(textInput);
if (_contentModeratorOutput == null)
{
throw new System.Exception("Null Output");
}
else
{
return(_contentModeratorOutput);
}
}
catch (System.Exception ex)
{
Debug.WriteLine(ex.InnerException);
Debug.WriteLine(ex.Message);
throw new System.Exception($"Actual Exception Message: {ex.Message}\n{TextModerator.GeneralException}");
}
}
/// <summary>
/// Main activity method
/// </summary>
/// <param name="context"></param>
protected override void Execute(CodeActivityContext context)
{
var textInput = Text.Get(context);
textInput = textInput.Replace(System.Environment.NewLine, " ");
var apiKey = ApiKey.Get(context);
if (apiKey != null)
{
// Sets to the user's apiKey, if supplied; if not, defaults to a free key
ContentModeratorHelper.ApiKey = apiKey;
}
try
{
// Screen the input text: check for profanity, classify the text into three categories
// do autocorrect text, and check for personally identifying
// information (PII)
_contentModeratorOutput = ContentModeratorHelper.GetTextEvaluationOutput(textInput);
if (_contentModeratorOutput == null)
{
throw new System.Exception("Null Output");
}
else
{
FriendlyOutput.Set(context, _contentModeratorOutput.FriendlyOutput);
JsonOutput.Set(context, _contentModeratorOutput.JsonOutput);
AutoCorrectedText.Set(context, _contentModeratorOutput.AutoCorrectedText);
NormalizedText.Set(context, _contentModeratorOutput.NormalizedText);
ProfanityCategory1Score.Set(context, _contentModeratorOutput.ProfanityCategory1Score);
ProfanityCategory2Score.Set(context, _contentModeratorOutput.ProfanityCategory2Score);
ProfanityCategory3Score.Set(context, _contentModeratorOutput.ProfanityCategory3Score);
ReviewRecommended.Set(context, _contentModeratorOutput.ReviewRecommended);
}
}
catch (System.Exception ex)
{
throw new System.Exception($"Actual Exception Message: {ex.Message}\n{GeneralException}");
}
}
/// <summary>
/// Returns the text evalulation output based on the input text
/// </summary>
/// <param name="textInput"></param>
/// <returns>The text evaluation output</returns>
public static TextEvaluationOutputModel GetTextEvaluationOutput(string textInput)
{
var output = new TextEvaluationOutputModel();
StringBuilder friendlyOutput = new StringBuilder();
string jsonOutput;
using (var client = ContentModeratorHelper.NewModeratorClient())
{
// Screen the input text: check for profanity, classify the text into three categories
// do autocorrect text, and check for personally identifying
// information (PII)
using (var stream = GenerateStreamFromString(textInput))
{
//var detectedLanguage = client.TextModeration.DetectLanguage("text/plain", stream).DetectedLanguageProperty;
var screenResult = client.TextModeration.ScreenText("text/plain", stream, null, true, true, null, true);
jsonOutput = Newtonsoft.Json.JsonConvert.SerializeObject(screenResult);
var autoCorrectedText = screenResult?.AutoCorrectedText;
var normalizedText = screenResult?.NormalizedText;
var profanityCategory1Score = screenResult?.Classification?.Category1?.Score;
var profanityCategory2Score = screenResult?.Classification?.Category2?.Score;
var profanityCategory3Score = screenResult?.Classification?.Category3?.Score;
var reviewRecommended = screenResult?.Classification?.ReviewRecommended;
friendlyOutput.AppendLine("Autocorrect typos, check for matching terms, PII, and classify.");
friendlyOutput.AppendLine($"===Original text: ");
friendlyOutput.AppendLine($"> {screenResult?.OriginalText}");
friendlyOutput.AppendLine($"===Normalized Text: ");
friendlyOutput.AppendLine($"> {normalizedText}");
friendlyOutput.AppendLine($"===Autocorrected Text: {autoCorrectedText}");
friendlyOutput.AppendLine($"> {autoCorrectedText}");
friendlyOutput.AppendLine($"===Classification:");
friendlyOutput.AppendLine($"> Category 1 Score (potential presence of language that may be considered sexually explicit or adult in certain situations): {profanityCategory1Score}");
friendlyOutput.AppendLine($"> Category 2 Score (potential presence of language that may be considered sexually suggestive or mature in certain situations): {profanityCategory2Score}");
friendlyOutput.AppendLine($"> Category 3 Score (potential presence of language that may be considered offensive in certain situations): {profanityCategory3Score}");
friendlyOutput.AppendLine($"> Review Recommended?: {reviewRecommended}");
friendlyOutput.AppendLine($"===Language: ");
friendlyOutput.AppendLine($"> {screenResult?.Language}");
friendlyOutput.AppendLine($"===Personally Identifiable Information:");
friendlyOutput.AppendLine($">Address(es): ");
foreach (var item in screenResult?.PII?.Address)
{
friendlyOutput.AppendLine($" Index -- {item?.Index}");
friendlyOutput.AppendLine($" Text -- {item?.Text}");
}
friendlyOutput.AppendLine($"> Email(s): ");
foreach (var item in screenResult?.PII?.Email)
{
friendlyOutput.AppendLine($" Detected -- {item?.Detected}");
friendlyOutput.AppendLine($" Subtype -- {item?.SubType}");
friendlyOutput.AppendLine($" Index -- {item?.Index}");
friendlyOutput.AppendLine($" Text -- {item?.Text}");
}
friendlyOutput.AppendLine($"> IPA(s): ");
foreach (var item in screenResult?.PII?.IPA)
{
friendlyOutput.AppendLine($" Subtype -- {item?.SubType}");
friendlyOutput.AppendLine($" Index -- {item?.Index}");
friendlyOutput.AppendLine($" Text -- {item?.Text}");
}
friendlyOutput.AppendLine($"> Phone(s): ");
foreach (var item in screenResult?.PII?.Phone)
{
friendlyOutput.AppendLine($" CountryCode -- {item?.CountryCode}");
friendlyOutput.AppendLine($" Index -- {item?.Index}");
friendlyOutput.AppendLine($" Text -- {item?.Text}");
}
friendlyOutput.AppendLine($"> Social Security Number(s): ");
foreach (var item in screenResult?.PII?.SSN)
{
friendlyOutput.AppendLine($" Index -- {item?.Index}");
friendlyOutput.AppendLine($" Text -- {item?.Text}");
}
friendlyOutput.AppendLine($"===Status: ");
friendlyOutput.AppendLine($"> Code: {screenResult?.Status?.Code}");
friendlyOutput.AppendLine($"> Description: {screenResult?.Status?.Description}");
friendlyOutput.AppendLine($"> Exception: {screenResult?.Status?.Exception}");
friendlyOutput.AppendLine($"===Terms: ");
if (screenResult?.Terms != null)
{
foreach (var item in screenResult?.Terms)
{
friendlyOutput.AppendLine($"> ListId -- {item?.ListId}");
friendlyOutput.AppendLine($"> Original Index -- {item?.OriginalIndex}");
friendlyOutput.AppendLine($"> Index -- {item?.Index}");
friendlyOutput.AppendLine($"> Term -- {item?.Term}");
}
}
friendlyOutput.AppendLine($"===Transaction Id: ");
friendlyOutput.AppendLine($"> {screenResult?.TrackingId}");
output.FriendlyOutput = friendlyOutput?.ToString();
output.JsonOutput = jsonOutput;
output.AutoCorrectedText = autoCorrectedText;
output.NormalizedText = normalizedText;
output.ProfanityCategory1Score = profanityCategory1Score;
output.ProfanityCategory2Score = profanityCategory2Score;
output.ProfanityCategory3Score = profanityCategory3Score;
output.ReviewRecommended = reviewRecommended;
}
}
return(output);
}
