Exemple #1
0
 /**
  * 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();
   }
 }
Exemple #2
0
  /**
   * 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();
    }
  }