public async Task CreateLogisticRegressionFromRemoteSource()
{
Client c = new Client(userName, apiKey);
Source.Arguments args = new Source.Arguments();
args.Add("remote", "https://static.bigml.com/csv/iris.csv");
args.Add("name", "C# tests - Iris");
Source s = await c.CreateSource(args);
s = await c.Wait <Source>(s.Resource);
Assert.AreEqual(s.StatusMessage.StatusCode, Code.Finished);
DataSet.Arguments argsDS = new DataSet.Arguments();
argsDS.Add("source", s.Resource);
DataSet ds = await c.CreateDataset(argsDS);
ds = await c.Wait <DataSet>(ds.Resource);
Assert.AreEqual(ds.StatusMessage.StatusCode, Code.Finished);
LogisticRegression.Arguments argsTM = new LogisticRegression.Arguments();
argsTM.Add("dataset", ds.Resource);
LogisticRegression lr = await c.CreateLogisticRegression(argsTM);
lr = await c.Wait <LogisticRegression>(lr.Resource);
// test it is finished
Assert.AreEqual(lr.StatusMessage.StatusCode, Code.Finished);
// test update method
Newtonsoft.Json.Linq.JObject changes = new Newtonsoft.Json.Linq.JObject();
Newtonsoft.Json.Linq.JArray tags = new Newtonsoft.Json.Linq.JArray();
tags.Add("Bindings C# test");
changes.Add("tags", tags);
lr = await c.Update <LogisticRegression>(lr.Resource, changes);
Assert.AreEqual(lr.Code, System.Net.HttpStatusCode.Accepted);
await c.Delete(s);
await c.Delete(ds);
await c.Delete(lr);
}
public async Task CreateFusionFromRemoteSource()
{
// Prepare connection
Client c = new Client(userName, apiKey);
// Create source
Source.Arguments args = new Source.Arguments();
args.Add("remote", "http://static.bigml.com/csv/iris.csv");
Source s = await c.CreateSource(args);
s = await c.Wait <Source>(s.Resource);
Assert.AreEqual(s.StatusMessage.StatusCode, Code.Finished);
// Create dataset
DataSet.Arguments argsDS = new DataSet.Arguments();
argsDS.Add("source", s.Resource);
DataSet ds = await c.CreateDataset(argsDS);
ds = await c.Wait <DataSet>(ds.Resource);
Assert.AreEqual(ds.StatusMessage.StatusCode, Code.Finished);
// Create Logistic Regression
LogisticRegression.Arguments argsLR = new LogisticRegression.Arguments();
argsLR.Add("dataset", ds.Resource);
LogisticRegression lr = await c.CreateLogisticRegression(argsLR);
lr = await c.Wait <LogisticRegression>(lr.Resource);
// Create Tree model
Model.Arguments argsMd = new Model.Arguments();
argsMd.Add("dataset", ds.Resource);
Model md = await c.CreateModel(argsMd);
md = await c.Wait <Model>(md.Resource);
// Create Fusion
Fusion.Arguments argsFs = new Fusion.Arguments();
List <dynamic> modelIDs = new List <dynamic>();
modelIDs.Add(lr.Resource);
modelIDs.Add(md.Resource);
argsFs.Models = modelIDs;
Fusion fs = await c.CreateFusion(argsFs);
fs = await c.Wait <Fusion>(fs.Resource);
Assert.AreEqual(fs.StatusMessage.StatusCode, Code.Finished);
// test UPDATE method
Newtonsoft.Json.Linq.JObject changes = new Newtonsoft.Json.Linq.JObject();
Newtonsoft.Json.Linq.JArray tags = new Newtonsoft.Json.Linq.JArray();
tags.Add("Bindings C# test");
changes.Add("tags", tags);
fs = await c.Update <Fusion>(fs.Resource, changes);
Assert.AreEqual(fs.Code, System.Net.HttpStatusCode.Accepted);
// test DELETE method
await c.Delete(s);
await c.Delete(ds);
await c.Delete(fs);
}
