/**
* Create a new Model.
*
* @param model {@link org.wso2.carbon.ml.commons.domain.MLModelData} object
* @return JSON of {@link org.wso2.carbon.ml.commons.domain.MLModelData} object
*/
@POST
@Produces("application/json")
@Consumes("application/json")
public Response createModel(MLModelData model) {
if (model.getAnalysisId() == 0 || model.getVersionSetId() == 0) {
logger.error("Required parameters missing");
return Response.status(Response.Status.BAD_REQUEST)
.entity("Required parameters missing")
.build();
}
PrivilegedCarbonContext carbonContext = PrivilegedCarbonContext.getThreadLocalCarbonContext();
try {
int tenantId = carbonContext.getTenantId();
String userName = carbonContext.getUsername();
model.setTenantId(tenantId);
model.setUserName(userName);
MLModelData insertedModel = mlModelHandler.createModel(model);
return Response.ok(insertedModel).build();
} catch (MLModelHandlerException e) {
String msg = MLUtils.getErrorMsg("Error occurred while creating a model : " + model, e);
logger.error(msg, e);
return Response.status(Response.Status.INTERNAL_SERVER_ERROR)
.entity(new MLErrorBean(e.getMessage()))
.build();
}
}
/**
* Download the model
*
* @param modelName Name of the model
* @return A {@link org.wso2.carbon.ml.commons.domain.MLModel} as a {@link
* javax.ws.rs.core.StreamingOutput}
*/
@GET
@Path("/{modelName}/export")
@Produces(MediaType.APPLICATION_OCTET_STREAM)
public Response exportModel(@PathParam("modelName") String modelName) {
PrivilegedCarbonContext carbonContext = PrivilegedCarbonContext.getThreadLocalCarbonContext();
int tenantId = carbonContext.getTenantId();
String userName = carbonContext.getUsername();
try {
MLModelData model = mlModelHandler.getModel(tenantId, userName, modelName);
if (model != null) {
final MLModel generatedModel = mlModelHandler.retrieveModel(model.getId());
StreamingOutput stream =
new StreamingOutput() {
public void write(OutputStream outputStream) throws IOException {
ObjectOutputStream out = new ObjectOutputStream(outputStream);
out.writeObject(generatedModel);
}
};
return Response.ok(stream)
.header("Content-disposition", "attachment; filename=" + modelName)
.build();
} else {
return Response.status(Response.Status.NOT_FOUND).build();
}
} catch (MLModelHandlerException e) {
String msg =
MLUtils.getErrorMsg(
String.format(
"Error occurred while retrieving model [name] %s of tenant [id] %s and [user] %s .",
modelName, tenantId, userName),
e);
logger.error(msg, e);
return Response.status(Response.Status.INTERNAL_SERVER_ERROR)
.entity(new MLErrorBean(e.getMessage()))
.build();
}
}