public async Task GetInputsStatusResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""counts"": {
""processed"": 1,
""to_process"": 2,
""errors"": 3,
""processing"": 4,
""reindexed"": 5,
""to_reindex"": 6,
""reindex_errors"": 7,
""reindexing"": 8
}
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <ClarifaiInputsStatus> response = await client.GetInputsStatus().ExecuteAsync();
var status = (ClarifaiInputsStatus)response.Get();
Assert.True(response.IsSuccessful);
Assert.AreEqual(status.Processed, 1);
Assert.AreEqual(status.ToProcess, 2);
Assert.AreEqual(status.Errors, 3);
Assert.AreEqual(status.Processing, 4);
}
public async Task GetConceptResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""concept"": {
""id"": ""@conceptID"",
""name"": ""@conceptName"",
""created_at"": ""2017-10-02T11:34:20.419915Z"",
""language"": ""en"",
""app_id"": ""@appID""
}
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.GetConcept("").ExecuteAsync();
Assert.True(response.IsSuccessful);
Concept concept = response.Get();
Assert.AreEqual("@conceptID", concept.ID);
Assert.AreEqual("@conceptName", concept.Name);
Assert.AreEqual("@appID", concept.AppID);
}
static void Main(string[] args)
{
// With `CLARIFAI_API_KEY` defined as an environment variable
var client = new ClarifaiClient("9b91bce106fd4d25946434b28687f915");
// When passed in as a string
// var client = new ClarifaiClient("YOUR_CLARIFAI_API_KEY");
// When using async/await
//var res = await client.PublicModels.GeneralModel
// .Predict(new ClarifaiURLImage("https://samples.clarifai.com/metro-north.jpg"))
// .ExecuteAsync();
// When synchronous
var res = client.PublicModels.GeneralModel
.Predict(new ClarifaiURLImage("https://cdn1.vectorstock.com/i/1000x1000/32/45/cartoon-sun-with-sunglasses-vector-21573245.jpg"))
.ExecuteAsync()
.Result;
// Print the concepts
foreach (var concept in res.Get().Data)
{
Console.WriteLine($"{concept.Name}: {concept.Value}");
}
}
public static async Task RecognizeImage(string path, ImageData imageData)
{
var clarifaiClient = new ClarifaiClient(CLARIFY_KEY);
var res = await clarifaiClient.PublicModels.GeneralModel.Predict(
new ClarifaiFileImage(File.ReadAllBytes(path)
)
).ExecuteAsync();
if (res != null)
{
res.Get().Data.ForEach(async it =>
{
var concept = new Concept
{
imageData = imageData,
value = it.Name
};
//RealmService.GetInstance().RealmAdd(concept);
Realm.GetInstance().Write(() =>
{
Realm.GetInstance().Add(concept);
});
//var result = Realm.GetInstance().All<ImageData>();
//Console.WriteLine(result.ToString());
//await AddDictonaryOfConcept(concept);
});
Realm.GetInstance().Write(() =>
{
imageData.IsUpdated = true;
});
}
}
public async Task SearchesFeedbackRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"{""status"":{""code"":10000,""description"":""Ok""}}");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <EmptyResponse> response = await client.SearchesFeedback(
"@inputID", "@searchID", "@endUserID", "@sessionID"
).ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""input"": {
""id"": ""@inputID"",
""feedback_info"": {
""event_type"": ""search_click"",
""search_id"": ""@searchID"",
""end_user_id"": ""@endUserID"",
""session_id"": ""@sessionID""
}
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
}
public async Task GetModelVersionResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""model_version"": {
""id"": ""@versionID"",
""created_at"": ""2017-01-01T00:00:00.000000Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
},
""active_concept_count"": 2,
""metrics"": {
""status"": {
""code"": 21303,
""description"": ""@modelDESCRIPTION""
}
},
""total_input_count"": 30
}
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <ModelVersion> response = await client.GetModelVersion("@modelID", "@versionID").ExecuteAsync();
Assert.True(response.IsSuccessful);
Assert.AreEqual(response.Get().ID, "@versionID");
Assert.AreEqual(response.Get().ActiveConceptCount, 2);
Assert.AreEqual(response.Get().ModelMetricsStatus.Description, "@modelDESCRIPTION");
}
public void Init(IClarifaiConfigurationProvider config)
{
this.frameRecognizedSubject = new Subject <IFrameRecognizedEvent>();
this.modelId = config.GetModelId();
this.client = new ClarifaiClient(config.GetApiKey());
}
public async Task ModifyConceptRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
patchResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""concepts"": [{
""id"": ""@positiveConcept1"",
""name"": ""@positiveConceptName1"",
""created_at"": ""2017-10-15T16:28:28.901994Z"",
""language"": ""en"",
""app_id"": ""@appID""
}, {
""id"": ""@positiveConcept2"",
""created_at"": ""2017-10-15T16:26:46.667104Z"",
""language"": ""en"",
""app_id"": ""@appID""
}]
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <List <Concept> > response = await client.ModifyConcepts(
new List <Concept>
{
new Concept("@positiveConcept1", "@positiveConceptName1"),
new Concept("@positiveConcept2")
}
).ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""action"": ""overwrite"",
""concepts"": [
{
""id"": ""@positiveConcept1"",
""name"": ""@positiveConceptName1""
},
{
""id"": ""@positiveConcept2"",
""name"": null
}
]
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PatchedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
Assert.AreEqual(response.Get()[0].ID, "@positiveConcept1");
Assert.AreEqual(response.Get()[0].Name, "@positiveConceptName1");
Assert.AreEqual(response.Get()[1].ID, "@positiveConcept2");
}
private async void Screen_Anal_Button_Click(object sender, EventArgs e)
{
int rowsin = Images_Compare_Grid.RowCount - 1;
progressBar1.Maximum = rowsin;
var client = new ClarifaiClient("f5d04074f20343b787952a2605d34b3a");
MySqlConnection conn = DBUtils.GetDBConnection();
MySqlCommand cmd = conn.CreateCommand();
cmd.Connection.Open();
string truncate = "TRUNCATE `an_base_our_screens`;";
cmd.CommandText = truncate;
for (int n = 0; n < (rowsin); n++)
{
string links = Images_Compare_Grid[0, n].Value.ToString();
var res = await client.PublicModels.GeneralModel.Predict(new ClarifaiURLImage(links)).ExecuteAsync();
try
{
var res2 = await client.PublicModels.FocusModel.Predict(new ClarifaiURLImage(links)).ExecuteAsync();
int vid_id = Convert.ToInt32(Images_Compare_Grid[1, n].Value.ToString());
try
{
foreach (var concept in res.Get().Data)
{
Screen_Analyze_Grid.Rows.Add($"{concept.Name}", $"{concept.Value}", links, vid_id);
string sql = "INSERT INTO an_base_our_screens (name,value,img_link,vid_id) VALUES (@name,@val,@link,@img_id)";
using (MySqlCommand cmd1 = new MySqlCommand(sql, conn))
{
cmd1.Parameters.AddWithValue("@name", concept.Name);
cmd1.Parameters.AddWithValue("@val", concept.Value);
cmd1.Parameters.AddWithValue("@link", links);
cmd1.Parameters.AddWithValue("@img_id", vid_id);
cmd1.ExecuteNonQuery();
}
}
}
catch (MySqlException ex)
{
Mini_Log.AppendText("Error: \r\n{ 0}" + ex.ToString());
}
Mini_Log.AppendText(">> Analyzed: " + n + " images \n");
progressBar1.Value = n + 1;
}
catch (Exception exps)
{
}
}
Mini_Log.AppendText(">> Analyzing completed successfully! \n");
MessageBox.Show("Analyze Completed Successfully!", "Success!", MessageBoxButtons.OK);
}
public async Task TrainModelRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""model"": {
""id"": ""some-model-id"",
""name"": ""some-model-name"",
""created_at"": ""2017-05-16T19:20:38.733764Z"",
""app_id"": ""main"",
""output_info"": {
""data"": {
""concepts"": [{
""id"": ""some-concept-id"",
""name"": ""safe"",
""created_at"": ""2017-05-16T19:20:38.450157Z"",
""language"": ""en"",
""app_id"": ""main""
}]
},
""type"": ""concept"",
""type_ext"": ""concept""
},
""model_version"": {
""id"": ""some-model-version-id"",
""created_at"": ""2017-05-16T19:20:38.733764Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
},
""active_concept_count"": 5
},
""display_name"": ""Moderation""
}
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <IModel <Concept> > response = await client.TrainModel <Concept>("some-model-id").ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
Assert.AreEqual(response.Get().Name, "some-model-name");
Assert.AreEqual(response.Get().ModelID, "some-model-id");
Assert.AreEqual(response.Get().ModelVersion.ID, "some-model-version-id");
}
static void Main(string[] args)
{
ClarifaiClient c = new ClarifaiClient("Wads5t98mMepkTuQFLbQvdYBPH0xIBz_7KqdhMIp", "Igqe-qov2dbcS8EQDHoI8DxRR0PiEN3y3Tj4Vu2m");
var task_r_ntf = c.GenerateToken();
task_r_ntf.ConfigureAwait(true)
.GetAwaiter()
.OnCompleted(() =>
{
try
{
if (task_r_ntf.IsCompleted)
{
if (task_r_ntf.Status == TaskStatus.RanToCompletion)
{
Task.Run(async() =>
{
var p = await c.PredictByFolderPath(@"C:\My Files\work\Ashraf\LogoDetection\test-positive");
Console.WriteLine(p.Status.Code);
Console.WriteLine(p.Status.Description);
if (p.Status.Code == 10000)
{
foreach (var d in p.Outputs)
{
Console.WriteLine(d.Data.Concepts[0].ImageName);
Console.WriteLine(d.Data.Concepts[0].Prediction);
}
}
});
}
else
{
Console.WriteLine("completed with errors " + task_r_ntf.Status);
if (task_r_ntf.Exception != null)
{
if (task_r_ntf.Exception.InnerException != null)
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message + " - Details : " + task_r_ntf.Exception.InnerException.Message);
}
else
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message);
}
}
}
}
else
{
Console.WriteLine("serving notifications failed");
}
}
catch (Exception e)
{
Console.WriteLine("Excepion : " + e.Message);
}
});
Console.ReadLine();
}
public async Task DeleteModelResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
deleteResponse: @"{""status"":{""code"":10000,""description"":""Ok""}}");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <EmptyResponse> response = await client.DeleteModel("@modelID").ExecuteAsync();
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
}
public static async Task <string> Predict(byte[] byteImage)
{
var client = new ClarifaiClient("d7b04a99342b4c9ea11f5f127879583f");
var res = await client.PublicModels.FoodModel.Predict(
new ClarifaiFileImage(byteImage))
.ExecuteAsync();
return(res.RawBody);
}
public async Task GetModelResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""model"": {
""id"": ""some-model-id"",
""name"": ""some-model-name"",
""created_at"": ""2017-05-16T19:20:38.733764Z"",
""app_id"": ""main"",
""output_info"": {
""data"": {
""concepts"": [{
""id"": ""some-concept-id"",
""name"": ""safe"",
""created_at"": ""2017-05-16T19:20:38.450157Z"",
""language"": ""en"",
""app_id"": ""main""
}]
},
""type"": ""concept"",
""type_ext"": ""concept""
},
""model_version"": {
""id"": ""some-model-version-id"",
""created_at"": ""2017-05-16T19:20:38.733764Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
},
""active_concept_count"": 5
},
""display_name"": ""Moderation""
}
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.GetModel <Concept>("").ExecuteAsync();
var model = (ConceptModel)response.Get();
Assert.True(response.IsSuccessful);
Assert.AreEqual("some-model-id", model.ModelID);
Assert.AreEqual("some-model-name", model.Name);
Assert.AreEqual("some-concept-id", model.OutputInfo.Concepts.First().ID);
Assert.AreEqual("some-model-version-id", model.ModelVersion.ID);
}
public async Task SearchModelsByNameAndTypeRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""models"": [{
""id"": ""@modelID"",
""name"": ""color"",
""created_at"": ""2017-03-06T22:57:00.660603Z"",
""app_id"": ""main"",
""output_info"": {
""message"": ""Show output_info with: GET /models/{model_id}/output_info"",
""type"": ""color"",
""type_ext"": ""color""
},
""model_version"": {
""id"": ""@modelVersionID"",
""created_at"": ""2017-03-06T22:57:00.684652Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
}
},
""display_name"": ""Color""
}]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchModels("*", ModelType.Color).ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""model_query"": {
""name"": ""*"",
""type"": ""color""
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
List <IModel> models = response.Get();
Assert.True(response.IsSuccessful);
Assert.AreEqual(1, models.Count);
Assert.AreEqual("@modelID", models[0].ModelID);
Assert.AreEqual("@modelVersionID", models[0].ModelVersion.ID);
}
public async Task SearchModelsByNameRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""models"": [{
""id"": ""@modelID"",
""name"": ""celeb-v1.3"",
""created_at"": ""2016-10-25T19:30:38.541073Z"",
""app_id"": ""main"",
""output_info"": {
""message"": ""Show output_info with: GET /models/{model_id}/output_info"",
""type"": ""concept"",
""type_ext"": ""facedetect-identity""
},
""model_version"": {
""id"": ""@modelVersionID"",
""created_at"": ""2016-10-25T19:30:38.541073Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
},
""active_concept_count"": 10554
},
""display_name"": ""Celebrity""
}]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchModels("celeb*").ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""model_query"": {
""name"": ""celeb*""
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
List <IModel> models = response.Get();
Assert.True(response.IsSuccessful);
Assert.AreEqual(1, models.Count);
Assert.AreEqual("@modelID", models[0].ModelID);
Assert.AreEqual("@modelVersionID", models[0].ModelVersion.ID);
}
static void Main1(string[] args)
{
ClarifaiClient c = new ClarifaiClient("JU5zeSv_YJQG5THfAHwUvuD_oDFI13PqFKTXjKoS", "GQynbkt8D5mQcXUlZhcPqw7SAyQbTjj3WC1SYpkM");
var task_r_ntf = c.GetToken();
task_r_ntf.ConfigureAwait(true)
.GetAwaiter()
.OnCompleted(() =>
{
try
{
if (task_r_ntf.IsCompleted)
{
if (task_r_ntf.Status == TaskStatus.RanToCompletion)
{
var res = task_r_ntf.Result;
if (res is TokenError)
{
Console.WriteLine(((TokenError)res).Status_Msg);
}
else
{
Console.WriteLine(((Token)res).Access_Token);
}
}
else
{
Console.WriteLine("completed with errors " + task_r_ntf.Status);
if (task_r_ntf.Exception != null)
{
if (task_r_ntf.Exception.InnerException != null)
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message + " - Details : " + task_r_ntf.Exception.InnerException.Message);
}
else
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message);
}
}
}
}
else
{
Console.WriteLine("serving notifications failed");
}
}
catch (Exception e)
{
Console.WriteLine("Excepion : " + e.Message);
}
});
Console.ReadLine();
}
static void Main2(string[] args)
{
ClarifaiClient c = new ClarifaiClient("JU5zeSv_YJQG5THfAHwUvuD_oDFI13PqFKTXjKoS", "GQynbkt8D5mQcXUlZhcPqw7SAyQbTjj3WC1SYpkM");
var task_r_ntf = c.GenerateToken();
task_r_ntf.ConfigureAwait(true)
.GetAwaiter()
.OnCompleted(() =>
{
try
{
if (task_r_ntf.IsCompleted)
{
if (task_r_ntf.Status == TaskStatus.RanToCompletion)
{
Task.Run(async() =>
{
var p = await c.PredictByImgURL(new List <string> {
"https://samples.clarifai.com/metro-north.jpg"
});
Console.WriteLine(p.Status.Code);
Console.WriteLine(p.Status.Description);
});
}
else
{
Console.WriteLine("completed with errors " + task_r_ntf.Status);
if (task_r_ntf.Exception != null)
{
if (task_r_ntf.Exception.InnerException != null)
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message + " - Details : " + task_r_ntf.Exception.InnerException.Message);
}
else
{
Console.WriteLine("Excepion : " + task_r_ntf.Exception.Message);
}
}
}
}
else
{
Console.WriteLine("serving notifications failed");
}
}
catch (Exception e)
{
Console.WriteLine("Excepion : " + e.Message);
}
});
Console.ReadLine();
}
private async void button16_Click(object sender, EventArgs e)
{
var client = new ClarifaiClient("f5d04074f20343b787952a2605d34b3a");
int rowsin = Images_Compare_Grid.RowCount - 1;
MySqlConnection conn = DBUtils.GetDBConnection();
MySqlCommand cmd = conn.CreateCommand();
cmd.Connection.Open();
string truncate = "TRUNCATE `an_base_our_screens`;";
cmd.CommandText = truncate;
for (int n = 0; n < (rowsin); n++)
{
string links = Images_Compare_Grid[0, n].Value.ToString();
int vid_id = Convert.ToInt32(Images_Compare_Grid[1, n].Value.ToString());
//MessageBox.Show(links);
if (Images_Compare_Grid[0, n].Value.ToString() != null)
{
try
{
var resor = await client.PublicModels.FocusModel.Predict(new ClarifaiURLImage(Images_Compare_Grid[0, n].Value.ToString())).ExecuteAsync();
//MessageBox.Show(resor.Get().Data.ToString());
if (resor != null)
{
foreach (var concept in resor.Get().Data)
{
if (Convert.ToDouble(concept.Value) != 0)
{
Screen_Analyze_Grid.Rows.Add($"Focus Value", $"{concept.Value}", links, vid_id);
string sql = "INSERT INTO an_base_our_screens (name,value,img_link,vid_id) VALUES (@name,@val,@link,@img_id)";
using (MySqlCommand cmd1 = new MySqlCommand(sql, conn))
{
cmd1.Parameters.AddWithValue("@name", "Focus Value");
cmd1.Parameters.AddWithValue("@val", concept.Value);
cmd1.Parameters.AddWithValue("@link", links);
cmd1.Parameters.AddWithValue("@img_id", vid_id);
cmd1.ExecuteNonQuery();
}
}
}
}
}
catch (Exception ext)
{
}
}
}
}
public async Task GetInputResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""input"": {
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@imageURL""
},
""concepts"": [
{
""id"": ""@positiveConcept"",
""value"": 1
},
{
""id"": ""@negativeConcept1"",
""value"": 0
},
{
""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""
}
}
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <IClarifaiInput> response = await client.GetInput("@inputID").ExecuteAsync();
var input = (ClarifaiURLImage)response.Get();
Assert.True(response.IsSuccessful);
Assert.AreEqual(input.ID, "@inputID");
Assert.AreEqual(input.URL, "@imageURL");
Assert.AreEqual(input.PositiveConcepts.ElementAt(0).ID, "@positiveConcept");
Assert.AreEqual(input.NegativeConcepts.ElementAt(0).ID, "@negativeConcept1");
Assert.AreEqual(input.NegativeConcepts.ElementAt(1).ID, "@negativeConcept2");
}
// Use this for initialization
void Start()
{
shopperButton.GetComponent <Image>().CrossFadeAlpha(0f, 0f, true);
loadRing.GetComponent <Image>().CrossFadeAlpha(0f, 0f, true);
_allowNewRequest = false;
// We set this callback in order to allow doing HTTPS requests which are done against the
// Clarifai API endpoint.
ServicePointManager.ServerCertificateValidationCallback = CertificateValidationCallback;
// You can skip the API key argument if you have an environmental variable set called
// CLARIFAI_API_KEY that contains your Clarifai API key.
_client = new ClarifaiClient(_clarifaiApiKey);
//ClarifaiRequestTimer();
}
public async Task ModelFeedbackRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"{""status"":{""code"":10000,""description"":""Ok""}}");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <EmptyResponse> response = await client.ModelFeedback(
"@modelID", "@imageURL", "@inputID", "@outputID", "@endUserID", "@sessionID",
new List <ConceptFeedback>
{
new ConceptFeedback("dog", true),
new ConceptFeedback("cat", false)
}).ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""input"": {
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@imageURL""
},
""concepts"": [
{
""id"": ""dog"",
""value"": true
},
{
""id"": ""cat"",
""value"": false
}
]
},
""feedback_info"": {
""event_type"": ""annotation"",
""output_id"": ""@outputID"",
""end_user_id"": ""@endUserID"",
""session_id"": ""@sessionID""
}
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
}
public async Task ModelEvaluationResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""model_version"": {
""id"": ""@versionID"",
""created_at"": ""2017-01-01T00:00:00.000000Z"",
""status"": {
""code"": 21100,
""description"": ""Model trained successfully""
},
""active_concept_count"": 2,
""metrics"": {
""status"": {
""code"": 21303,
""description"": ""Model is queued for evaluation.""
}
},
""total_input_count"": 30
}
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <ModelVersion> response = await client.ModelEvaluation(
"", "").ExecuteAsync();
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
ModelVersion modelVersion = response.Get();
Assert.AreEqual("@versionID", modelVersion.ID);
Assert.AreEqual(21100, modelVersion.Status.StatusCode);
Assert.AreEqual("Model trained successfully", modelVersion.Status.Description);
Assert.AreEqual(21303, modelVersion.ModelMetricsStatus.StatusCode);
Assert.AreEqual("Model is queued for evaluation.",
modelVersion.ModelMetricsStatus.Description);
Assert.AreEqual(2, modelVersion.ActiveConceptCount);
Assert.AreEqual(30, modelVersion.TotalInputCount);
}
public async Task GetConceptsResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""concepts"": [{
""id"": ""@conceptID1"",
""name"": ""@conceptName1"",
""created_at"": ""2017-10-15T16:28:28.901994Z"",
""language"": ""en"",
""app_id"": ""@appID""
}, {
""id"": ""@conceptID2"",
""name"": ""@conceptName2"",
""created_at"": ""2017-10-15T16:26:46.667104Z"",
""language"": ""en"",
""app_id"": ""@appID""
}]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.GetConcepts().ExecuteAsync();
Assert.True(response.IsSuccessful);
List <Concept> concepts = response.Get();
Assert.AreEqual(2, concepts.Count);
Concept concept1 = concepts[0];
Concept concept2 = concepts[1];
Assert.AreEqual("@conceptID1", concept1.ID);
Assert.AreEqual("@conceptName1", concept1.Name);
Assert.AreEqual("@appID", concept1.AppID);
Assert.AreEqual("@conceptID2", concept2.ID);
Assert.AreEqual("@conceptName2", concept2.Name);
Assert.AreEqual("@appID", concept2.AppID);
}
public static void RefreshAPIKey()
{
var apiKey = PersistanceUtil.RetreiveSetting(Setting.ApiKey);
if (apiKey == "")
{
SetAPIKeyViaDialog();
}
else
{
httpClient = new HttpClient();
httpClient.BaseAddress = new Uri(@"https://api.clarifai.com/v2/models/");
httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Key", apiKey);
httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
clarifaiClient = new ClarifaiClient(apiKey);
}
}
// Use this for initialization
void Start()
{
// We set this callback in order to allow doing HTTPS requests which are done against the
// Clarifai API endpoint.
ServicePointManager.ServerCertificateValidationCallback = CertificateValidationCallback;
// You can skip the API key argument if you have an environmental variable set called
// CLARIFAI_API_KEY that contains your Clarifai API key.
_client = new ClarifaiClient(_clarifaiApiKey);
_labelStyle = new GUIStyle
{
fontSize = 20,
normal = { textColor = UnityEngine.Color.white },
};
ClarifaiRequestTimer();
}
public async Task SearchConceptsRequestAndResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
postResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""concepts"": [{
""id"": ""@positiveConcept1"",
""name"": ""@positiveConceptName1"",
""created_at"": ""2017-10-15T16:28:28.901994Z"",
""language"": ""en"",
""app_id"": ""@appID""
}, {
""id"": ""@positiveConcept2"",
""created_at"": ""2017-10-15T16:26:46.667104Z"",
""language"": ""en"",
""app_id"": ""@appID""
}]
}
");
var client = new ClarifaiClient(httpClient);
var response = await client.SearchConcepts("positives", "en").ExecuteAsync();
var expectedRequestBody = JObject.Parse(@"
{
""concept_query"": {
""name"": ""positives"",
""language"": ""en""
}
}
");
Assert.True(JToken.DeepEquals(expectedRequestBody, httpClient.PostedBody));
Assert.True(response.IsSuccessful);
Assert.AreEqual(response.Get()[0].ID, "@positiveConcept1");
Assert.AreEqual(response.Get()[0].Name, "@positiveConceptName1");
Assert.AreEqual(response.Get()[1].ID, "@positiveConcept2");
}
public async Task GetModelInputsResponseShouldBeCorrect()
{
var httpClient = new FkClarifaiHttpClient(
getResponse: @"
{
""status"": {
""code"": 10000,
""description"": ""Ok""
},
""inputs"": [{
""id"": ""@inputID"",
""data"": {
""image"": {
""url"": ""@imageURL""
},
""concepts"": [{
""id"": ""@conceptID"",
""name"": ""@conceptName"",
""value"": 1,
""app_id"": ""@conceptAppID""
}]
},
""created_at"": ""2017-10-15T16:30:52.964888Z"",
""status"": {
""code"": 30000,
""description"": ""Download complete""
}
}]
}
");
var client = new ClarifaiClient(httpClient);
ClarifaiResponse <List <IClarifaiInput> > response = await client.GetModelInputs(
"", "").ExecuteAsync();
Assert.True(response.IsSuccessful);
Assert.AreEqual("Ok", response.Status.Description);
IClarifaiInput input = response.Get()[0];
Assert.AreEqual("@inputID", input.ID);
Assert.AreEqual("@conceptID", input.PositiveConcepts.First().ID);
}
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 async Task <Dictionary <string, double> > GetPredictionsForProperty()
{
var Client = new ClarifaiClient(Constants.ApiKey);
var imagesResult = new List <IClarifaiInput>();
foreach (var picture in _pictures)
{
imagesResult.Add(new ClarifaiURLImage(picture));
}
var response = await Client.Predict <Concept>(
Client.PublicModels.GeneralModel.ModelID,
imagesResult, null, null, null, 50)
.ExecuteAsync();
predictions = GetPredictionModel(response.RawBody);
keyWords = new List <string>(GetKeyWords(predictions.Pictures));
return(GetVector(predictions));
}
