Dataiku Data
Science Studio (DSS) is a Dataiku product. BYOM uses the Dataiku scoring library
from DSS to score machine learning models trained in Dataiku DSS. Therefore, if you
encounter a Dataiku issue, you need to contact Dataiku to resolve based on your own
contractual relationship with Dataiku. To determine if an issue that you encounter
is a BYOM issue or Dataiku issue, do the following:
- First, check the following BYOM error table to see if the error is listed. If listed, follow the corresponding solution.
- If the error is not listed in the table, score the same model using your Dataiku DSS platform and if the error is reproduced, it is not a BYOM issue. Contact Dataiku to report the issue reproduced on DSS.
DataRobot AI Platform is a DataRobot product. BYOM uses libraries provided by DataRobot to score machine learning models trained in DataRobot AI Platform. Therefore, if you encounter a DataRobot issue, you need to contact DataRobot to resolve based on your own contractual relationship with DataRobot .
To determine if an issue that you encounter is a BYOM issue or DataRobot issue, do the following:
- First, check the following BYOM error table to see if the error is listed. If listed, follow the corresponding solution.
- If the error is not listed in the table, score the same model using your DataRobot AI Platform and if the error is reproduced, it is not a BYOM issue. Contact DataRobot to report the issue reproduced on DataRobot AI Platform.
| Error Code | Error | PMML | H2O Open Source | H2O DAI | ONNX | Dataiku | DataRobot | Solution |
|---|---|---|---|---|---|---|---|---|
| 9688 | Table operator's execution error: Wrong Data Type is found in Table Operator's Custom Clause. | x | x | x | x | x | x | Check if any arguments have been specified as ArgumentName(NULL). NULL cannot be passed as value of an argument. Update the query and re-run it. |
| 9688 | Table operator's execution error: Duplicate keys found in custom clause. | x | x | x | x | x | x | Check if any arguments have duplicate values. Remove them and re-run the query. |
| 7554 | *** Failure 7554 Invalid FNC_GetLobLength_CL: invalid Client Locator argument to LOB access. | x | x | x | x | x | x | Check that the InputTable and ModelTable meet the requirements for those tables in query input. |
| 3807 | Object does not exist. | x | x | x | x | x | x | Check that tables exist. |
| 3515 | Duplication of column in a table, derived table, view, macro or trigger. | x | x | x | x | x | x | Do not use duplicate column names in the H2OPredict InputTable or ModelTable. |
| 7583 | The secure mode processes had a set up error. | x | x | x | x | x | x | Increase the values of the CufConfig parameters to their maximum values (see Recommended Java Server Settings for Concurrent BYOM Sessions). |
| 9850 | Invalid input to table operator: There can be only one in put with no partitioning attributes / PARTITION BY ANY/ LOCAL ORDER BY clause. | x | x | x | x | x | x | Add DIMENSION to the Model Table specification in the query. |
| 7827 | Column provided to accumulate does not exist in input table. | x | x | x | x | x | x | Make sure the value in accumulate exists in the table and re-run the query. |
| 7827 | Columns of type BLOB and CLOB are not supported in Accumulate. | x | x | x | x | x | x | Rerun query without specifying columns of data type BLOB or CLOB in Accumulate argument. |
| 3515 | Duplication of column column in a table, derived table, view, macro, or trigger. | x | x | x | x | x | x | Rerun query with a valid ModelOutputFields unique values. |
| 7827 | Duplicate values for ModelOutputFields are not allowed. | x | x | x | x | Rerun query with valid ModelOutputFields unique values. | ||
| 7827 | Invalid ModelOutputField for model. | x | Rerun query with valid ModelOutputFields value. | |||||
| 7827 | DAIModel: Invalid ModelOutputField for model. | x | Rerun query with valid ModelOutputFields value. | |||||
| 7827 | Cannot accept [prediction][predicted] column in ModelOutputFields, *Predict included [prediction][predicted] column as part of its output. | x | x | x | x | Rerun query without using prediction in ModelOutputFields. | ||
| 7827 | Invalid value for OverWriteCachedModel. Valid values are the current model id, *, true, t, yes, y, 1, false, f, no, n, or 0. | x | x | x | x | x | Rerun query using a single model id or '*' in OverwriteCachedModel argument. | |
| 7827 | Invalid value for "MODELTYPE". Instead of "OpenSource" or "DAI". | x | x | Rerun query specifying a valid model type (either DAI or OpenSource case insensitive). | ||||
| 7827 | Invalid argument value for EnableOptions. Valid values: Contributions, LeafNodeAssignments, StageProbabilities). | x | Rerun query specifying valid values in EnableOptions. | |||||
| 7827 | DAI models support only 'Contributions' in the enableOptions argument. | x | Rerun query specifying valid value in EnableContributions for DAI. | |||||
| 7827 | Duplicate values for EnableOptions are not allowed. | x | x | Rerun query specifying unique values in EnableOptions. | ||||
| 7827 | Model table cannot be empty, query returned no rows. | x | x | x | x | x | x | Rerun query specifying non-empty valid model table. |
| 7827 | Invalid number of input tables. Instead of 2 got: | x | x | x | x | Rerun query specifying correct number of input tables (2). | ||
| 7827 | Found invalid argument. | x | x | x | x | x | Rerun query specifying valid argument. | |
| 7827 | Error parsing model: | x | x | Rerun query specifying valid and non-corrupted model. | ||||
| 7827 | DAIModel: Unable to read mojo pipeline model. | x | You are using OpenSource model for DAI. Rerun query specifying correct model. | |||||
| 7827 | Error parsing model: java.io.IOException: MOJO doesn't contain resource model.ini. | x | You are using DAI model for open source. Rerun query specifying correct model. | |||||
| 7827 | DAIModel: License problem with reading Mojo model. | x | You are using a bad license. Rerun query using valid license. | |||||
| 7827 | DAIModel: unable to process 'license' key correctly. Please make sure license key is installed properly. | x | You are using empty or NULL license. Rerun query using valid license. | |||||
| 7827 | Multiple models encountered. Only one model is allowed for scoring. | x | x | x | x | x | x | Rerun query using a single model. |
| 7827 | Selected ModelOutputFields require you to enable 'LeafNodeAssignments' in the enableOptions argument. | x | x | x | x | x | You have not specified LeafNodeAssignments in EnableOptions but are using it in ModelOutputFields. Specify LeafNodeAssignments in both ModelOutputFields and EnableOptions and rerun the query. | |
| 7827 | Selected ModelOutputFields require you to enable 'Contributions' in the enableOptions argument. | x | x | You have not specified Contributions in EnableOptions but are using it in ModelOutputFields. Specify Contributions in both ModelOutputFields and EnableOptions and rerun the query. | ||||
| 7827 | Selected ModelOutputFields require you to enable 'StageProbabilities' in the enableOptions argument. | x | You have not specified StageProbabilities in EnableOptions but are using it in ModelOutputFields. Specify StageProbabilities in both ModelOutputFields and EnableOptions and rerun the query. | |||||
| 7827 | DAI models support only 'Contributions' in the enableOptions argument. | x | Rerun the query specifying Contributions only in EnableOptions while using DAI models. | |||||
| 7827 | Second input table model does not contain 'model' columnname. | x | x | x | x | x | x | Model table must contain model BLOB under name "model". Correct model table schema and rerun the query. |
| 7827 | Second input table model does not contain 'model_id' columnname. | x | x | x | x | x | x | Model table must contain model identifier under name "model_id". Correct model table schema and rerun the query. |
| 7827 | Contributions are only valid for Binomial and Regression models. | x | Check the type of model and rerun using proper values in EnableOptions. | |||||
| 7827 | LeafNodeAssignments and/or StageProbabilities are only valid for Binomial, Multinomial,Regression, and AnomalyDetection models. | x | Check the type of model and rerun using proper values in EnableOptions. | |||||
| 7827 | DAIModel: 'Contributions' in enableOptions argument is not supported on cached model without contributions. | x | Clear the cache and rerun the query. | |||||
| 7827 | Cannot recognize model type. | x | x | Model has an unrecognizable datatype. Correct it and rerun the query. | ||||
| 7827 | Insufficient cache memory to score model of BLOB size KB. | x | x | x | x | x | x | Adjust cache with JVMOptions: -Xms2632m -Xmx8192m -DcacheMaxLimit=1.2g (see Changing CufConfig Parameter Values). Do tpareset and rerun query. |
| 7827 | Not enough memory to set up maximum model cache KB 1228800. | x | x | x | x | Adjust cache with JVMOptions: -Xms2632m -Xmx8192m -DcacheMaxLimit=1.2g (see Changing CufConfig Parameter Values). Do tpareset and rerun query. | ||
| 7827 | Supported PMML versions for model scoring are between 2.0 and 4.4 found version Model | x | Use PMML model with version in range [2.0, 4.4]. | |||||
| 7827 | Unable to score with PMMLModel, unsupported datatype in PMML model: | x | Check model creation script. (Model was not created properly.) | |||||
| 7827 | DAIModel: Unsupported datatype in scoring results: | x | x | Check model creation script. (Model was not created properly.) | ||||
| 7827 | ONNXModel: Unsupported tensor type '" "' in model | x | Check model creation script. (Model was not created properly.) | |||||
| 7827 | Unable to score with DataikuModel, unsupported datatype in Dataiku model: | x | Check model creation script. (Model was not created properly.) | |||||
| 7827 | Model table must have the pmml in 'model' column. | x | Change ModelTable so model is in 'model' column of data type BLOB and rerun query. | |||||
| 7827 | Cannot use column name dedicated for scoring results in output dataset. | x | x | x | x | x | x | Change column names 'prediction' and 'json_result' to different names in InputTable and ModelTable. |
| 7827 | Wrong argument value for ModelOutputFields. Only list of model output fields are allowed. | x | Rerun query with valid ModelOutputFields value. (error displays valid ModelOutputFields values.) | |||||
| 7827 | Model table cannot be empty, query returned 0 number of rows. | x | x | x | x | x | x | Rerun query, specifying a non-NULL model. |
| 7825 | No more than X arguments are allowed. | x | x | x | x | x | x | Remove extra arguments and retry query. |
| 7825 | Invalid argument value for ModelInputFieldsMap. Each list should have the form tensor_name=column list | x | Correct the argument value and make sure the list is in the tensor_name=column list form. | |||||
| 7825 | Invalid argument value for ModelInputFieldsMap. Input tensor name does not exist in model. | x | Verify the correct input tensor names are present in the model file. You can use ShowModelInputFieldsMap without the ModelInputFieldsMap argument to see the tensor names and values. update argument with the correct values. | |||||
| 7825 | Invalid argument value for ModelInputFieldsMap. Input tensor name requires number inputs but number are defined. | x | Verify the correct number of input tensors in the model file. You can use ShowModelInputFieldsMap without the ModelInputFieldsMap argument to see the tensor names and values. Update argument with the correct values. | |||||
| 7825 | Invalid argument value for ModelInputFieldsMap. Input map does not define all input tensors. | x | Verify the correct number of input tensors in the model file. You can use ShowModelInputFieldsMap without the ModelInputFieldsMap argument to see the tensor names and values. Update argument with correct values. | |||||
| 7825 | Invalid argument value for ModelInputFieldsMap. Only list of model input fields are allowed. | x | Only a string or list of strings is valid for this argument. Rewrite the query with the proper string array values. | |||||
| 7825 | Invalid ModelOutputField 'value'. Possible values are values. | x | Change ModelOutputFieldsMap value to one of the possible output values. | |||||
| 7825 | Duplicate columns detected. Columns an only be used in one input tensor. | x | Change the query to use only a column once in the ModelInputFieldsMap argument. | |||||
| 7825 | ONNXModel: Unsupported tensor type 'type' in model. | x | Input model uses a tensor type not supported in Teradata. Unable to use this model for scoring. | |||||
| 7825 | Invalid argument value for ModelInputFieldsMap. Input tensor 'value' does not exist in model. | x | Query uses a tensor name that does not exist in the model. Check the model for correct tensor name and update. | |||||
| 7825 | ONNXModel: Column 'column' cannot be cast to column type expect for tensor 'name'. | x | Input columns must be able to be converted to the type the tensor is expecting. Check the expected type and select only the columns that are the correct type. | |||||
| 7825 | *Model: The data conversion failed or the input row is null. | x | x | x | An error was detected when trying to convert a Teradata row to a valid model input row. Check to make sure the input row and data types match what is expect and also not an empty row. | |||
| 7825 | ONNXModel: Unable to convert ONNX model data type for input name of tensor type type. | x | Input model has an unsupported input tensor type. Valid types are: FLOAT, STRING, DOUBLE, INT8, INT16, INT32, and INT64. Retrain model with the valid types. | |||||
| 7825 | *Model: Model creation failed. Verify input model is a valid *model. | x | x | x | An error occurred trying to read in model bytes from table and convert to *model type. Verify model is valid and inserted correctly into model table. | |||
| 7825 | Invalid value for OverWriteCachedModel. Valid values are the current model id, *, true, t, yes, y, 1, false, f, no, n, or 0. | x | x | x | x | x | x | Enter one of the valid values listed in the error message and retry query. |
| 7825 | Invalid type for OverWriteCachedModel. Must be a string containing either the current model id, *, true, t, yes, y, 1, false, f, no, n, or 0. | x | x | x | x | x | x | Enter one of the valid values listed in the error message and retry query. |
| 7825 | model_id in OverWriteCachedModel can not be an empty string. | x | x | x | x | x | x | Enter a valid value for OverwriteCachedModel and retry query. |
| 7825 | Max cache memory KB MAX_CACHE_MEMORY allocated is greater than maximum JVM memory. | x | x | x | x | x | x | (Error: Insufficient cache memory to score model of BLOB size KB or Not enough free memory for maximum model cache KB 1228800) Adjust cache with JVMOptions: -Xms2632m -Xmx8192m -DcacheMaxLimit=1.2g (see Changing CufConfig Parameter Values). Do tpareset and rerun query. |
| 7825 | No arguments found for the query. Aborting... | x | x | x | x | x | Rerun query specifying at least the required arguments. | |
| 7825 | Wrong type for first column in model input. Should be BLOB_REFERENCE_DT, got: TYPE | x | x | x | x | x | Column "model" must contain model as BLOB. Correct model table schema and rerun the query. | |
| 7825 | Model table column model_id cannot be empty | x | x | x | x | x | x | Each model in the table Model must have a model_id. |
| 7825 | Internal error: Unable to load model Model_id | x | x | x | x | x | x | |
| 7825 | Null model returned from JARLoader | x | x | The model type JAR file does not contain a model. Generate again the model JAR in DSS. | ||||
| 7825 | Version Trained With DSS Version not supported | x | Model JAR was generated with a non-compatible DSS version. | |||||
| 7825 | Table does not contain column named 'Input Table Column' | x | x | Check that the column names in the model and the scoring table match. | ||||
| 7825 | Unable to score with model type, unsupported datatype in model type: model type | x | x | x | Change the data type of the model type to one compatible with Teradata. | |||
| 7825 | Unable to convert from database type: Teradata Type to model type | x | x | Change the data type of the model type to one compatible with Teradata. | ||||
| 7825 | DataikuModel: Model creation failed. Verify input model is a valid Dataiku model: | x | Check the validity of the Dataiku JAR model file. | |||||
| 7825 | Unable to get DB value for column | x | x | x | x | x | x | Check that column exists. |
| 7825 | Unable to convert column Column Value to modeltype using converter type | x | x | x | x | x | Change the data type of the model to one compatible with Teradata. | |
| 7825 | Cannot make prediction without model arguments. | x | x | x | x | x | Rerun query specifying at least the required arguments. | |
| 7825 | Invalid null parameter 'args' | x | x | Rerun query specifying at least the required arguments. | ||||
| 7825 | Missing required parameter: Accumulate | x | x | x | x | x | x | Rerun query with the parameter "Accumulate" and valid argument values |
| 7825 | Accumulate argument value should be either '*' (for ALL columns) or list of input table column names only | x | x | x | x | x | x | Rerun query with the parameter "Accumulate" and valid argument values. |
| 7825 | Wrong value for "IsDebug". Instead of "True" or "False": | x | x | x | x | x | x | Rerun query with the parameter "IsDebug" and valid argument values. |
| 7538 : HY000 | Error: “FAILED [7583 : HY000] The secure mode processes had a set up error. | Typically caused by JVM having some type of issue. Resetting the JVM could fix the issue. Run the following commands under the DBC user (no need for TPAreset):
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| 7825 | Not a valid H2O OpenSource model. | x | Rerun query with a valid H2O OpenSource model. | |||||
| 7825 | Not a valid H2O DAI model. | x | Rerun query with a valid H2O DAI model. | |||||
| 7825 | File model in memory is bigger than 2^31-1 bytes or 2.1GB | x | x | Uncompressed model sizes larger that 2.1 GB are not supported. Rerun query with a smaller model. |