private WorkflowResult(ClarifaiStatus status, ClarifaiInput input,
List <ClarifaiOutput> predictions)
{
Status = status;
Input = input;
Predictions = predictions;
}
private void ExecuteClarifai(byte[] imageBytes)
{
var generalModel = client.DefaultModels.GeneralModel();
var response = generalModel
.Predict()
.WithInputs(ClarifaiInput.ForImage(ClarifaiImage.Of(imageBytes)))
.ExecuteSync();
if (!response.IsSuccessful)
{
return;
}
var predictions = (Java.Util.ArrayList)response.Get();
if (predictions.IsEmpty)
{
return;
}
var clarifaiOutput = (ClarifaiOutput)predictions.Get(0);
var data = clarifaiOutput.Data();
RunOnUiThread(() => {
conceptsAdapter.SetData(data.Cast <Concept>());
});
}
public void InputShouldBeCorrectlyDeserialized()
{
var json = JsonConvert.DeserializeObject <dynamic>(@"
{
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@imageURL""
},
""concepts"": [
{
""id"": ""@positiveConcept"",
""value"": 1
},
{
""id"": ""@negativeConcept2"",
""value"": 0
}
]
},
""created_at"": ""2017-10-13T20:53:00.253139Z"",
""modified_at"": ""2017-10-13T20:53:00.868659782Z"",
""status"": {
""code"": 30200,
""description"": ""Input image modification success""
}
}");
ClarifaiInput input = ClarifaiInput.Deserialize(json);
Assert.AreEqual(input.ID, "@inputID");
Assert.AreEqual(input.PositiveConcepts.ElementAt(0).ID, "@positiveConcept");
Assert.AreEqual(input.NegativeConcepts.ElementAt(0).ID, "@negativeConcept2");
}
/// <inheritdoc />
protected override List <IClarifaiInput> Unmarshaller(dynamic jsonObject)
{
var inputs = new List <IClarifaiInput>();
foreach (dynamic input in jsonObject.inputs)
{
inputs.Add(ClarifaiInput.Deserialize(input));
}
return(inputs);
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="modelType">the model type</param>
/// <param name="jsonObject">the JSON object</param>
/// <returns>the deserialized object</returns>
public static ClarifaiOutput Deserialize(ModelType modelType, dynamic jsonObject)
{
dynamic data = DeserializePredictions(modelType, jsonObject);
return(new ClarifaiOutput(
(string)jsonObject.id,
ClarifaiStatus.Deserialize(jsonObject.status),
(DateTime)jsonObject.created_at,
jsonObject.input != null ? ClarifaiInput.Deserialize(jsonObject.input) : null,
data));
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="modelType">the model type</param>
/// <param name="jsonObject">the JSON object</param>
/// <returns>the deserialized object</returns>
public static ModerationOutput Deserialize(dynamic jsonObject)
{
List <Concept> data = DeserializePredictions(jsonObject);
return(new ModerationOutput(
(string)jsonObject.id,
ClarifaiStatus.Deserialize(jsonObject.status),
(DateTime)jsonObject.created_at,
jsonObject.input != null ? ClarifaiInput.Deserialize(jsonObject.input) : null,
data,
Clarifai.Solutions.Moderation.DTOs.ModerationStatus.Deserialize(
jsonObject.moderation.status
)));
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="httpClient">the HTTP client</param>
/// <param name="jsonObject">the JSON object</param>
/// <returns>the deserialized object</returns>
public static WorkflowResult Deserialize(IClarifaiHttpClient httpClient, dynamic jsonObject)
{
var status = ClarifaiStatus.Deserialize(jsonObject.status);
var input = ClarifaiInput.Deserialize(jsonObject.input);
var predictions = new List <ClarifaiOutput>();
foreach (dynamic output in jsonObject.outputs)
{
dynamic model = output.model;
ModelType modelType = ModelType.DetermineModelType(
(string)model.output_info.type_ext);
predictions.Add(ClarifaiOutput.Deserialize(httpClient, modelType, output));
}
return(new WorkflowResult(status, input, predictions));
}
/// <inheritdoc />
protected override IClarifaiInput Unmarshaller(dynamic jsonObject)
{
return(ClarifaiInput.Deserialize(jsonObject.inputs[0]));
}
public static SearchHit Deserialize(dynamic jsonObject)
{
return(new SearchHit((decimal)jsonObject.score,
ClarifaiInput.Deserialize(jsonObject.input)));
}
private SearchHit(decimal score, ClarifaiInput input)
{
Score = score;
Input = input;
}
