public async Task AddingImageFileWithCropShouldBeSuccessful()
{
string inputID = GenerateRandomID();
try
{
/*
* Add input with concepts.
*/
ClarifaiResponse <List <IClarifaiInput> > addResponse = await Client.AddInputs(
new ClarifaiFileImage(
ReadResource(BALLOONS_IMAGE_FILE),
id : inputID,
crop : new Crop(0.1M, 0.2M, 0.3M, 0.4M)))
.ExecuteAsync();
Assert.True(addResponse.IsSuccessful);
ClarifaiURLImage input = (ClarifaiURLImage)addResponse.Get()[0];
Assert.AreEqual(new Crop(0.1M, 0.2M, 0.3M, 0.4M), input.Crop);
}
finally
{
/*
* Delete the input.
*/
await DeleteInput(inputID);
}
}
/// <inheritdoc />
protected override List <IClarifaiInput> Unmarshaller(dynamic jsonObject)
{
var inputs = new List <IClarifaiInput>();
foreach (var input in jsonObject.inputs)
{
inputs.Add(ClarifaiURLImage.Deserialize(input));
}
return(inputs);
}
public async Task <TwiMLResult> Index(SmsRequest request)
{
// TODO: Define the environment variable or plug your api key in
var CLARIFAI_API_KEY = System.Environment.GetEnvironmentVariable("CLARIFAI_API_KEY") ?? "YOUR_CLARIFAI_API_KEY_HERE";
var response = new MessagingResponse();
var url = Request.Form["MediaUrl0"];
if (string.IsNullOrEmpty(url))
{
response.Message("Picture not found. Please send one.");
return(TwiML(response));
}
try
{
var client = new ClarifaiClient(CLARIFAI_API_KEY);
var image = new ClarifaiURLImage(url);
var result = await client.PublicModels.GeneralModel.Predict(image, maxConcepts : 5).ExecuteAsync();
if (result.IsSuccessful)
{
var concepts = result.Get()[0].Data.Select(c => $"{c.Name}:{c.Value}");
var body = string.Join(", ", concepts);
response.Message(body);
}
else
{
response.Message($"The request was not successful: {result.Status.Description}");
}
}
catch (Exception e)
{
response.Message($"Something went wrong: {e.Message}");
}
return(TwiML(response));
}
public static SearchBy ImageVisually(ClarifaiURLImage image, Crop crop = null)
{
return(ImageVisually(image.URL, crop));
}
/// <inheritdoc />
protected override IClarifaiInput Unmarshaller(dynamic jsonObject)
{
return(ClarifaiURLImage.Deserialize(jsonObject.input));
}
public async Task SearchInputsByNameRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""hits"": [
{
""score"": 0.99,
""input"": {
""id"": ""@inputID"",
""created_at"": ""2016-11-22T17:06:02Z"",
""data"": {
""image"": {
""url"": ""@inputURL""
}
},
""status"": {
""code"": 30000,
""description"": ""Download complete""
}
}
}
]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchInputs(SearchBy.ConceptName("@conceptName"))
.ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""query"": {
""ands"": [
{
""output"": {
""data"": {
""concepts"": [
{
""name"": ""@conceptName""
}
]
}
}
}
]
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
List <SearchHit> searchHits = response.Get().SearchHits;
Assert.AreEqual(1, searchHits.Count);
Assert.AreEqual("@inputID", searchHits[0].Input.ID);
IClarifaiInput input = searchHits[0].Input;
Assert.AreEqual(InputType.Image, input.Type);
Assert.AreEqual(InputForm.URL, input.Form);
ClarifaiURLImage image = (ClarifaiURLImage)input;
Assert.AreEqual("@inputURL", image.URL);
}
public async Task SearchInputsByGeoLocationRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""hits"": [
{
""score"": 0.99,
""input"": {
""id"": ""@inputID"",
""created_at"": ""2016-11-22T17:06:02Z"",
""data"": {
""image"": {
""url"": ""@inputURL""
}
},
""status"": {
""code"": 30000,
""description"": ""Download complete""
}
}
}
]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchInputs(SearchBy.Geo(new GeoPoint(1.5M, -1),
new GeoRadius(1, GeoRadius.RadiusUnit.WithinKilometers)))
.ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""query"": {
""ands"": [
{
""input"": {
""data"": {
""geo"": {
""geo_point"": {
""longitude"": 1.5,
""latitude"": -1.0
},
""geo_limit"": {
""type"": ""withinKilometers"",
""value"": 1.0
}
}
}
}
}
]
}
}");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
List <SearchHit> searchHits = response.Get().SearchHits;
Assert.AreEqual(1, searchHits.Count);
Assert.AreEqual("@inputID", searchHits[0].Input.ID);
IClarifaiInput input = searchHits[0].Input;
Assert.AreEqual(InputType.Image, input.Type);
Assert.AreEqual(InputForm.URL, input.Form);
ClarifaiURLImage image = (ClarifaiURLImage)input;
Assert.AreEqual("@inputURL", image.URL);
}
public IEnumerable <IMachineTag> GetTagsForImageUrl(string imageUrl)
{
var clarifaiInput = new ClarifaiURLImage(imageUrl);
return(this.GetTagsForInput(clarifaiInput));
}
public async Task SearchInputWithByImageVisuallyPaginationRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok"",
""req_id"": ""@requestID""
},
""id"": ""@ID"",
""hits"": [
{
""score"": 0.60579073,
""input"": {
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@found-url""
},
""concepts"": [
{
""id"": ""wedding"",
""name"": ""wedding"",
""value"": 1,
""app_id"": ""@appID""
}
]
},
""created_at"": ""2019-05-24T10:45:35.225638Z"",
""modified_at"": ""2019-05-24T10:45:35.809871Z"",
""status"": {
""code"": 30000,
""description"": ""Download complete""
}
}
},
],
""query"": {
""ands"": [
{
""output"": {
""input"": {
""data"": {
""image"": {
""url"": ""@input-url""
}
}
}
}
}
]
}
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchInputs(SearchBy.ImageVisually(
new ClarifaiURLImage(url: "@input-url")
))
.Page(5)
.PerPage(2)
.ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""query"": {
""ands"": [
{
""output"": {
""input"": {
""data"": {
""image"": {
""url"": ""@input-url""
}
}
}
}
}
]
},
""pagination"": {
""page"": 5,
""per_page"": 2
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
List <SearchHit> searchHits = response.Get().SearchHits;
Assert.AreEqual(1, searchHits.Count);
IClarifaiInput input = searchHits[0].Input;
Assert.AreEqual(InputType.Image, input.Type);
Assert.AreEqual(InputForm.URL, input.Form);
ClarifaiURLImage image = (ClarifaiURLImage)input;
Assert.AreEqual("@found-url", image.URL);
}