public IndexModule()
{
Post["/train/{classification}", true] = async(parameters, ct) =>
{
Corpus corpus = this.Bind();
return(await SaveAndTrain(parameters.classification, corpus));
};
Get["/ptrain/{classification}", true] = async(parameters, ct) =>
{
var c = new Corpus();
c.Positives.Add(this.Request.Query["input"]);
return(await SaveAndTrain(parameters.classification, c));
};
Get["/ntrain/{classification}", true] = async(parameters, ct) =>
{
var c = new Corpus();
c.Negatives.Add(this.Request.Query["input"]);
return(await SaveAndTrain(parameters.classification, c));
};
Get["/classify/{classification}", true] = async(parameters, ct) =>
{
string input = this.Request.Query["input"];
Func <CloudTable> t = BayesTable;
var bb = new BinaryBayes(t, parameters.classification);
return(await bb.Classify(input));
};
Get["/health"] = p => "damn right";
}
public async Task <string> SaveAndTrain(string classification, Corpus c)
{
Func <CloudTable> t = BayesTable;
var bb = new BinaryBayes(t, classification);
var corpi = Corpi(classification);
await corpi.UploadTextAsync(JsonConvert.SerializeObject(c));
return(JsonConvert.SerializeObject(await bb.Train(c)));
}