/// <inheritdoc />
protected override ClarifaiOutput <T> Unmarshaller(dynamic jsonObject)
{
if (jsonObject.outputs != null && jsonObject.outputs.Count == 1)
{
var jsonOutput = jsonObject.outputs[0];
return(ClarifaiOutput <T> .Deserialize(HttpClient, jsonOutput));
}
throw new ClarifaiException("The response does not contain exactly one output.");
}
/// <inheritdoc />
protected override ClarifaiOutput <T> Unmarshaller(dynamic jsonObject)
{
if (jsonObject.outputs != null && jsonObject.outputs.Count == 1)
{
var jsonOutput = jsonObject.outputs[0];
return(ClarifaiOutput <T> .Deserialize(jsonOutput));
}
throw new ClarifaiException("A single output is not present in the API");
}
/// <inheritdoc />
protected override List <ClarifaiOutput <T> > Unmarshaller(dynamic jsonObject)
{
var outputs = new List <ClarifaiOutput <T> >();
foreach (var jsonOutput in jsonObject.outputs)
{
outputs.Add(ClarifaiOutput <T> .Deserialize(HttpClient, jsonOutput));
}
return(outputs);
}
/// <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));
}
public async Task ConceptPredictRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""outputs"": [{
""id"": ""@outputID"",
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""created_at"": ""2017-11-17T19:32:58.760477937Z"",
""model"": {
""id"": ""@modelID"",
""name"": ""@modelName"",
""created_at"": ""2016-03-09T17:11:39.608845Z"",
""app_id"": ""main"",
""output_info"": {
""message"": ""Show output_info with: GET /models/{model_id}/output_info"",
""type"": ""concept"",
""type_ext"": ""concept""
},
""model_version"": {
""id"": ""@modelVersionID"",
""created_at"": ""2016-07-13T01:19:12.147644Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
}
},
""display_name"": ""@modelDisplayName""
},
""input"": {
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@imageUrl""
}
}
},
""data"": {
""concepts"": [{
""id"": ""@conceptID1"",
""name"": ""@conceptName1"",
""value"": 0.99,
""app_id"": ""main""
}, {
""id"": ""@conceptID2"",
""name"": ""@conceptName2"",
""value"": 0.98,
""app_id"": ""main""
}]
}
}]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.Predict <Concept>(
"", new ClarifaiURLImage("@url"))
.ExecuteAsync();
ClarifaiOutput <Concept> output = response.Get();
var expectedRequestBody = JObject.Parse(@"
{
""inputs"": [
{
""id"": null,
""data"": {
""image"": {
""url"": ""@url""
}
}
}
]
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("@inputID", output.Input.ID);
Assert.AreEqual("@outputID", output.ID);
Assert.AreEqual("@conceptID1", output.Data[0].ID);
}
public async Task WorkflowPredictRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""workflow"": {
""id"": ""@workflowID"",
""app_id"": ""@appID"",
""created_at"": ""2017-07-10T01:45:05.672880Z""
},
""results"": [
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""input"": {
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@inputURL""
}
}
},
""outputs"": [
{
""id"": ""@outputID1"",
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""created_at"": ""2017-07-10T12:01:44.929928529Z"",
""model"": {
""id"": ""d16f390eb32cad478c7ae150069bd2c6"",
""name"": ""moderation"",
""created_at"": ""2017-05-12T21:28:00.471607Z"",
""app_id"": ""main"",
""output_info"": {
""message"": ""Show output_info with: GET /models/{model_id}/output_info"",
""type"": ""concept"",
""type_ext"": ""concept""
},
""model_version"": {
""id"": ""b42ac907ac93483484483a0040a386be"",
""created_at"": ""2017-05-12T21:28:00.471607Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
}
}
},
""data"": {
""concepts"": [
{
""id"": ""@conceptID11"",
""name"": ""safe"",
""value"": 0.99999714,
""app_id"": ""main""
}
]
}
},
{
""id"": ""@outputID2"",
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""created_at"": ""2017-07-10T12:01:44.929941126Z"",
""model"": {
""id"": ""aaa03c23b3724a16a56b629203edc62c"",
""name"": ""general-v1.3"",
""created_at"": ""2016-02-26T23:38:40.086101Z"",
""app_id"": ""main"",
""output_info"": {
""message"": ""Show output_info with: GET /models/{model_id}/output_info"",
""type"": ""concept"",
""type_ext"": ""concept""
},
""model_version"": {
""id"": ""aa9ca48295b37401f8af92ad1af0d91d"",
""created_at"": ""2016-07-13T00:58:55.915745Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
}
}
},
""data"": {
""concepts"": [
{
""id"": ""@conceptID21"",
""name"": ""train"",
""value"": 0.9989112,
""app_id"": ""main""
},
{
""id"": ""@conceptID22"",
""name"": ""railway"",
""value"": 0.9975532,
""app_id"": ""main""
}
]
}
}
]
}
]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.WorkflowPredict(
"", new ClarifaiURLImage("@url"))
.ExecuteAsync();
var workflow = response.Get();
var expectedRequestBody = JObject.Parse(@"
{
""inputs"": [
{
""id"": null,
""data"": {
""image"": {
""url"": ""@url""
}
}
}
]
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("@workflowID", workflow.Workflow.ID);
Assert.AreEqual("@appID", workflow.Workflow.AppID);
WorkflowResult results = workflow.WorkflowResult;
Assert.AreEqual("@inputID", results.Input.ID);
ClarifaiOutput output1 = results.Predictions[0];
Assert.AreEqual("@outputID1", output1.ID);
Assert.AreEqual("@conceptID11", ((Concept)output1.Data[0]).ID);
ClarifaiOutput output2 = results.Predictions[1];
Assert.AreEqual("@outputID2", output2.ID);
Assert.AreEqual("@conceptID21", ((Concept)output2.Data[0]).ID);
Assert.AreEqual("@conceptID22", ((Concept)output2.Data[1]).ID);
}
