/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="jsonObject">the JSON dynamic object</param>
/// <returns>the deserialized object</returns>
public static ConceptOutputInfo Deserialize(dynamic jsonObject)
{
List <Concept> concepts = null;
if (jsonObject.data != null)
{
if (jsonObject.data.concepts != null)
{
concepts = new List <Concept>();
foreach (var concept in jsonObject.data.concepts)
{
concepts.Add(Concept.Deserialize(concept));
}
}
}
bool areConceptsMutuallyExclusive = false;
bool isEnvironmentClosed = false;
if (jsonObject.output_config != null)
{
areConceptsMutuallyExclusive = jsonObject.output_config.concepts_mutually_exclusive;
isEnvironmentClosed = jsonObject.output_config.closed_environment;
}
return(new ConceptOutputInfo(
(string)jsonObject.type,
(string)jsonObject.type_ext,
(string)jsonObject.message,
concepts,
areConceptsMutuallyExclusive,
isEnvironmentClosed,
(string)jsonObject.language));
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="jsonObject">the JSON dynamic object</param>
/// <returns>the deserialized object</returns>
public new static ClarifaiURLVideo Deserialize(dynamic jsonObject)
{
var positiveConcepts = new List <Concept>();
var negativeConcepts = new List <Concept>();
if (jsonObject.data.concepts != null)
{
foreach (dynamic c in jsonObject.data.concepts)
{
var concept = Concept.Deserialize(c);
if (concept.Value == 0.0M)
{
negativeConcepts.Add(concept);
}
else
{
positiveConcepts.Add(concept);
}
}
}
JObject metadata = null;
if (jsonObject.data.metadata != null)
{
metadata = (JObject)jsonObject.data.metadata;
}
GeoPoint geoPoint = null;
if (jsonObject.data.geo != null)
{
geoPoint = GeoPoint.Deserialize(jsonObject.data.geo);
}
DateTime?createdAt = null;
if (jsonObject.created_at != null)
{
createdAt = (DateTime)jsonObject.created_at;
}
ClarifaiStatus status = null;
if (jsonObject.status != null)
{
status = ClarifaiStatus.Deserialize(jsonObject.status);
}
return(new ClarifaiURLVideo(
id: (string)jsonObject.id,
url: (string)jsonObject.data.video.url,
positiveConcepts: positiveConcepts,
negativeConcepts: negativeConcepts,
metadata: metadata,
createdAt: createdAt,
geo: geoPoint,
status: status));
}
protected static List <Concept> DeserializePredictions(dynamic jsonObject)
{
var propertyValues = (JObject)jsonObject.data;
var data = new List <Concept>();
if (propertyValues.Count > 0)
{
foreach (dynamic concept in jsonObject.data.concepts)
{
data.Add(Concept.Deserialize(concept));
}
}
return(data);
}
public void ConceptShouldBeCorrectlyDeserialized()
{
var json = JsonConvert.DeserializeObject <dynamic>(@"
{
""id"": ""ai_HLmqFqBf"",
""name"": ""train"",
""value"": 0.9989112,
""app_id"": ""main""
}");
Concept concept = Concept.Deserialize(json);
Assert.AreEqual("ai_HLmqFqBf", concept.ID);
Assert.AreEqual("train", concept.Name);
Assert.AreEqual(0.9989112, concept.Value);
Assert.AreEqual("main", concept.AppID);
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="jsonObject">the JSON dynamic object</param>
/// <returns>the deserialized object</returns>
public new static ClarifaiFileVideo Deserialize(dynamic jsonObject)
{
var positiveConcepts = new List <Concept>();
var negativeConcepts = new List <Concept>();
if (jsonObject.data.concepts != null)
{
foreach (dynamic c in jsonObject.data.concepts)
{
var concept = Concept.Deserialize(c);
if (concept.Value == 0.0M)
{
negativeConcepts.Add(concept);
}
else
{
positiveConcepts.Add(concept);
}
}
}
JObject metadata = null;
if (jsonObject.data.metadata != null)
{
metadata = (JObject)jsonObject.data.metadata;
}
GeoPoint geoPoint = null;
if (jsonObject.data.geo != null)
{
geoPoint = GeoPoint.Deserialize(jsonObject.data.geo);
}
DateTime?createdAt = null;
if (jsonObject.created_at != null)
{
createdAt = (DateTime)jsonObject.created_at;
}
return(new ClarifaiFileVideo(
bytes: Convert.FromBase64String((string)jsonObject.data.video.base64),
id: (string)jsonObject.id,
positiveConcepts: positiveConcepts,
negativeConcepts: negativeConcepts,
metadata: metadata,
createdAt: createdAt,
geo: geoPoint));
}
/// <summary>
/// Deserializes the object out of a JSON dynamic object.
/// </summary>
/// <param name="jsonObject">the JSON dynamic object</param>
/// <returns>the deserialized object</returns>
public new static ClarifaiFileImage Deserialize(dynamic jsonObject)
{
var positiveConcepts = new List <Concept>();
var negativeConcepts = new List <Concept>();
if (jsonObject.data.concepts != null)
{
foreach (dynamic c in jsonObject.data.concepts)
{
var concept = Concept.Deserialize(c);
if (concept.Value == 0.0M)
{
negativeConcepts.Add(concept);
}
else
{
positiveConcepts.Add(concept);
}
}
}
Crop crop = null;
if (jsonObject.data.image.crop != null)
{
crop = DTOs.Crop.Deserialize(jsonObject.data.image.crop);
}
JObject metadata = null;
if (jsonObject.data.metadata != null)
{
metadata = (JObject)jsonObject.data.metadata;
}
GeoPoint geoPoint = null;
if (jsonObject.data.geo != null)
{
geoPoint = GeoPoint.Deserialize(jsonObject.data.geo);
}
DateTime?createdAt = null;
if (jsonObject.created_at != null)
{
createdAt = (DateTime)jsonObject.created_at;
}
var regions = new List <Region>();
if (jsonObject.data != null && jsonObject.data.regions != null)
{
foreach (dynamic region in jsonObject.data.regions)
{
regions.Add(Region.Deserialize(region));
}
}
return(new ClarifaiFileImage(
bytes: Convert.FromBase64String((string)jsonObject.data.image.base64),
id: (string)jsonObject.id,
positiveConcepts: positiveConcepts,
negativeConcepts: negativeConcepts,
crop: crop,
metadata: metadata,
createdAt: createdAt,
geo: geoPoint,
regions: regions));
}
protected static List <IPrediction> DeserializePredictions(ModelType modelType,
dynamic jsonObject)
{
var propertyValues = (JObject)jsonObject.data;
var data = new List <IPrediction>();
if (propertyValues.Count > 0)
{
string typeName = modelType.Prediction.Name;
switch (typeName)
{
case "Color":
{
foreach (dynamic color in jsonObject.data.colors)
{
data.Add(Color.Deserialize(color));
}
break;
}
case "Concept":
{
foreach (dynamic concept in jsonObject.data.concepts)
{
data.Add(Concept.Deserialize(concept));
}
break;
}
case "Demographics":
{
foreach (dynamic demographics in jsonObject.data.regions)
{
data.Add(Demographics.Deserialize(demographics));
}
break;
}
case "Embedding":
{
foreach (dynamic embedding in jsonObject.data.embeddings)
{
data.Add(Embedding.Deserialize(embedding));
}
break;
}
case "FaceConcepts":
{
foreach (dynamic faceConcepts in
jsonObject.data.regions)
{
data.Add(FaceConcepts.Deserialize(faceConcepts));
}
break;
}
case "FaceDetection":
{
foreach (dynamic faceDetection in jsonObject.data.regions)
{
data.Add(FaceDetection.Deserialize(faceDetection));
}
break;
}
case "FaceEmbedding":
{
foreach (dynamic faceEmbedding in jsonObject.data.regions)
{
data.Add(FaceEmbedding.Deserialize(faceEmbedding));
}
break;
}
case "Focus":
{
foreach (dynamic focus in jsonObject.data.regions)
{
data.Add(Focus.Deserialize(focus,
(decimal)jsonObject.data.focus.value));
}
break;
}
case "Frame":
{
foreach (dynamic frame in jsonObject.data.frames)
{
data.Add(Frame.Deserialize(frame));
}
break;
}
case "Logo":
{
foreach (dynamic logo in jsonObject.data.regions)
{
data.Add(Logo.Deserialize(logo));
}
break;
}
default:
{
throw new ClarifaiException(
string.Format("Unknown output type `{0}`", typeName));
}
}
}
return(data);
}