/// <summary>
/// Kicks off model load job
/// </summary>
/// <param name="request">Request object to be sent to the load endpoint</param>
/// <returns>Job ID string</returns>
private async Task <string> StartModelLoad(string collectionName)
{
FinetuneRequest loadModelRequest = new FinetuneRequest(APIKey, collectionName)
{
StartJob = true
};
HttpResponseMessage response = null;
try
{
response = await Client.PostAsync(Endpoints.LoadCollection, FinetuneRequest.StringContentFromObject(loadModelRequest));
HTTPMagic.CheckStatus(response);
string responseBody = await response.Content.ReadAsStringAsync();
return(JsonConvert.DeserializeObject <JobStartResponse>(responseBody).Results);
}
catch (HttpRequestException hre)
{
throw new IndicoAPIException(Resources.Application_API_Request_Failure, hre);
}
finally
{
if (response != null)
{
response.Dispose();
}
}
}
/// <summary>
/// Gets info for a finetune collection
/// </summary>
/// <param name="collectionName">Name of the collection</param>
/// <returns>Finetune Collection object describing the details and status of the collection.</returns>
public async Task <FinetuneCollection> Info(string collectionName)
{
FinetuneRequest requestBody = new FinetuneRequest(APIKey, collectionName);
HttpResponseMessage response = null;
try
{
response = await Client.PostAsync(Endpoints.CollectionInfo, FinetuneRequest.StringContentFromObject(requestBody));
HTTPMagic.CheckStatus(response);
string responseBody = await response.Content.ReadAsStringAsync();
return(JsonConvert.DeserializeObject <FinetuneCollectionResponse>(responseBody).Results);
}
catch (HttpRequestException hre)
{
throw new IndicoAPIException(Resources.Application_API_Request_Failure, hre);
}
finally
{
if (response != null)
{
response.Dispose();
}
}
}