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R-H20-错误:意外的HTTP状态代码:500服务器错误

  •  1
  • LeGeniusII  · 技术社区  · 6 年前

    h2o.automl 来自H2O包。 ERROR: Unexpected HTTP Status code: 500 Server Error

    每当我设置时都会发生此错误

                      max_runtime_secs = 0,      # Max time (sec.)
                      max_models = NULL, 
    

    > model_automl = h2o.automl(x = features,
    +                           y = target,
    +                           training_frame = h_train,
    +                           validation_frame = NULL,  # Optional; Early Stopping of individual models
    +                           leaderboard_frame = NULL, # If provided, then Leaderboard scored using this dataframe
    +                           nfolds = 10,
    +                           fold_column = NULL,       # Column with cross-validation fold index assignment per observation
    +                           weights_column = NULL,    # 0 = excluding; 2 = repeating that row twice
    +                           balance_classes = TRUE,   # Over/under-sampling available
    +                           class_sampling_factors = NULL,
    +                           max_after_balance_size = 10,
    +                           max_runtime_secs = 0,      # Max time (sec.)
    +                           max_models = NULL,         # Max no. of models
    +                           stopping_metric = "AUC", # Metric to optimize   #'AUC'
    +                           stopping_tolerance = NULL,
    +                           stopping_rounds = 5,
    +                           seed = n_seed,
    +                           project_name = "final1",
    +                           exclude_algos = NULL,    # If you want to exclude any algo 
    +                           keep_cross_validation_predictions = TRUE,
    +                           keep_cross_validation_models = FALSE,
    +                           sort_metric = "AUTO")
    
    ERROR: Unexpected HTTP Status code: 500 Server Error (url = http://localhost:54321/99/AutoML/final1)
    
    java.lang.ArrayIndexOutOfBoundsException
     [1] "java.lang.ArrayIndexOutOfBoundsException: 0"                                                                        
     [2] "    ai.h2o.automl.Leaderboard.toTwoDimTable(Leaderboard.java:735)"                                                  
     [3] "    ai.h2o.automl.Leaderboard.toTwoDimTable(Leaderboard.java:727)"                                                  
     [4] "    water.automl.api.schemas3.AutoMLV99.fillFromImpl(AutoMLV99.java:78)"                                            
     [5] "    water.automl.api.AutoMLHandler.fetch(AutoMLHandler.java:17)"                                                    
     [6] "    sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)"                                                    
     [7] "    sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)"                                  
     [8] "    sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)"                          
     [9] "    java.lang.reflect.Method.invoke(Method.java:498)"                                                               
    [10] "    water.api.Handler.handle(Handler.java:63)"                                                                      
    [11] "    water.api.RequestServer.serve(RequestServer.java:451)"                                                          
    [12] "    water.api.RequestServer.doGeneric(RequestServer.java:296)"                                                      
    [13] "    water.api.RequestServer.doGet(RequestServer.java:220)"                                                          
    [14] "    javax.servlet.http.HttpServlet.service(HttpServlet.java:735)"                                                   
    [15] "    javax.servlet.http.HttpServlet.service(HttpServlet.java:848)"                                                   
    [16] "    org.eclipse.jetty.servlet.ServletHolder.handle(ServletHolder.java:684)"                                         
    [17] "    org.eclipse.jetty.servlet.ServletHandler.doHandle(ServletHandler.java:503)"                                     
    [18] "    org.eclipse.jetty.server.handler.ContextHandler.doHandle(ContextHandler.java:1086)"                             
    [19] "    org.eclipse.jetty.servlet.ServletHandler.doScope(ServletHandler.java:429)"                                      
    [20] "    org.eclipse.jetty.server.handler.ContextHandler.doScope(ContextHandler.java:1020)"                              
    [21] "    org.eclipse.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:135)"                                  
    [22] "    org.eclipse.jetty.server.handler.HandlerCollection.handle(HandlerCollection.java:154)"                          
    [23] "    org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:116)"                                
    [24] "    water.JettyHTTPD$LoginHandler.handle(JettyHTTPD.java:197)"                                                      
    [25] "    org.eclipse.jetty.server.handler.HandlerCollection.handle(HandlerCollection.java:154)"                          
    [26] "    org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:116)"                                
    [27] "    org.eclipse.jetty.server.Server.handle(Server.java:370)"                                                        
    [28] "    org.eclipse.jetty.server.AbstractHttpConnection.handleRequest(AbstractHttpConnection.java:494)"                 
    [29] "    org.eclipse.jetty.server.BlockingHttpConnection.handleRequest(BlockingHttpConnection.java:53)"                  
    [30] "    org.eclipse.jetty.server.AbstractHttpConnection.headerComplete(AbstractHttpConnection.java:971)"                
    [31] "    org.eclipse.jetty.server.AbstractHttpConnection$RequestHandler.headerComplete(AbstractHttpConnection.java:1033)"
    [32] "    org.eclipse.jetty.http.HttpParser.parseNext(HttpParser.java:644)"                                               
    [33] "    org.eclipse.jetty.http.HttpParser.parseAvailable(HttpParser.java:235)"                                          
    [34] "    org.eclipse.jetty.server.BlockingHttpConnection.handle(BlockingHttpConnection.java:72)"                         
    [35] "    org.eclipse.jetty.server.bio.SocketConnector$ConnectorEndPoint.run(SocketConnector.java:264)"                   
    [36] "    org.eclipse.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:608)"                               
    [37] "    org.eclipse.jetty.util.thread.QueuedThreadPool$3.run(QueuedThreadPool.java:543)"                                
    [38] "    java.lang.Thread.run(Thread.java:748)"                                                                          
    
    Error in .h2o.doSafeREST(h2oRestApiVersion = h2oRestApiVersion, urlSuffix = page,  : 
    
    
    ERROR MESSAGE:
    
    0
    
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  •  1
  •   Darren Cook    6 年前

    错误表明它不能成为排行榜。正如劳伦所说,这可能是一个bug,但这只是一个小问题。相反,不要这样做:

    max_runtime_secs = 0,
    max_models = NULL, 
    

    h2o.automl() .参见 http://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html#required-stopping-parameters

    max_models=1 自动水(H)