Deep Learning Action Set: Syntax
Provides a superset of actions for modeling and scoring with deep neural (DNN), convolutional (CNN), and recurrent (RNN) networks
dlImportModelWeights Action
Imports model weights from an external source.
| See: | About the dlImportModelWeights Action |
|---|---|
| Example: | Import Model Weights |
Summary: Input and Output Tables
If a row includes a subparameter, you can specify the name, caslib, and so on in the subparameter. Otherwise, you can specify the name, caslib, and so on in the parameter.
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
— |
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable. | |
|
required parametermodelTable |
— |
specifies the in-memory table that is the model. |
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
required parametermodelWeights |
— |
specifies an in-memory table that is used to store the model weights. |
Parameter Descriptions
dataSpecs={{dlDataSpecOpts-1} <, {dlDataSpecOpts-2}, ...>}
The dlDataSpecOpts value can be one or more of the following:
data={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the input variables that bind to the layer.
For more information about specifying the data parameter, see the common casinvardesc parameter.
dataLayer="string"
specifies the name of the input layer that binds to the output layer.
* layer="string"
specifies the layer name that the data binds to. This option only affects the input and task layers.
| Aliases | name |
|---|---|
| layerName |
lossScaleFactor=double
specifies the value to scale the loss for a given task layer. This option only affects the task layers.
| Aliases | scaleLoss |
|---|---|
| lossScale | |
| Default | 1 |
nominals={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the nominal input variables used in the analysis.
For more information about specifying the nominals parameter, see the common casinvardesc parameter.
| Alias | nominal |
|---|
numericNominalParms={dataSpecNumNomOpts}
specifies the variable list that is loaded into the layer.
| Alias | numnomParms |
|---|
The dataSpecNumNomOpts value can be one or more of the following:
length="variable-name"
tokenSize=64-bit-integer
| Alias | timeStep |
|---|---|
| Default | 0 |
| Minimum value | 0 |
* type="IMAGE" | "NUMERICNOMINAL" | "OBJECTDETECTION" | "TEXT"
specifies the data type that binds a layer.
formatType="CAFFE" | "KERAS"
specifies the external model type when importing from an external model.
| Default | CAFFE |
|---|
gpuModel=TRUE | FALSE
specifies whether the imported model requires a GPU for execution.
| Default | FALSE |
|---|
labelTable={castable}
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable.
| Long form | labelTable={name="table-name"} |
|---|---|
| Shortcut form | labelTable="table-name" |
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=TRUE | FALSE
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | FALSE |
computedVars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions={key-1=any-list-or-data-type-1 <, key-2=any-list-or-data-type-2, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=TRUE | FALSE
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | FALSE |
|---|
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable={groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions={adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelTable={castable}
specifies the in-memory table that is the model.
| Long form | modelTable={name="table-name"} |
|---|---|
| Shortcut form | modelTable="table-name" |
| Alias | model |
|---|
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=TRUE | FALSE
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | FALSE |
computedVars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions={key-1=any-list-or-data-type-1 <, key-2=any-list-or-data-type-2, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=TRUE | FALSE
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | FALSE |
|---|
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable={groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions={adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelWeights={casouttable}
specifies an in-memory table that is used to store the model weights.
For more information about specifying the modelWeights parameter, see the common casouttable parameter.
| Alias | casout |
|---|
nThreads=integer
| Minimum value | 0 |
|---|
textEmbeddingDim=64-bit-integer
specifies the text embedding dimension when importing a model.
| Minimum value | 0 |
|---|
weightFileCaslib="string"
specifies the name of the CASLIB that contains the external model weight file.
| Alias | caslib |
|---|
* weightFilePath="string"
specifies the relative path and file name for the external model weight file. The path is relative to the specified CASLIB (or the active CASLIB) and must be accessible by the controller or the model weight file cannot be loaded.
| Alias | path |
|---|
dlImportModelWeights Action
Imports model weights from an external source.
| See: | About the dlImportModelWeights Action |
|---|---|
| Example: | Import Model Weights |
Summary: Input and Output Tables
If a row includes a subparameter, you can specify the name, caslib, and so on in the subparameter. Otherwise, you can specify the name, caslib, and so on in the parameter.
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
— |
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable. | |
|
required parametermodelTable |
— |
specifies the in-memory table that is the model. |
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
required parametermodelWeights |
— |
specifies an in-memory table that is used to store the model weights. |
Parameter Descriptions
dataSpecs={{dlDataSpecOpts-1} <, {dlDataSpecOpts-2}, ...>}
The dlDataSpecOpts value can be one or more of the following:
data={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the input variables that bind to the layer.
For more information about specifying the data parameter, see the common casinvardesc parameter.
dataLayer="string"
specifies the name of the input layer that binds to the output layer.
* layer="string"
specifies the layer name that the data binds to. This option only affects the input and task layers.
| Aliases | name |
|---|---|
| layerName |
lossScaleFactor=double
specifies the value to scale the loss for a given task layer. This option only affects the task layers.
| Aliases | scaleLoss |
|---|---|
| lossScale | |
| Default | 1 |
nominals={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the nominal input variables used in the analysis.
For more information about specifying the nominals parameter, see the common casinvardesc parameter.
| Alias | nominal |
|---|
numericNominalParms={dataSpecNumNomOpts}
specifies the variable list that is loaded into the layer.
| Alias | numnomParms |
|---|
The dataSpecNumNomOpts value can be one or more of the following:
length="variable-name"
tokenSize=64-bit-integer
| Alias | timeStep |
|---|---|
| Default | 0 |
| Minimum value | 0 |
* type="IMAGE" | "NUMERICNOMINAL" | "OBJECTDETECTION" | "TEXT"
specifies the data type that binds a layer.
formatType="CAFFE" | "KERAS"
specifies the external model type when importing from an external model.
| Default | CAFFE |
|---|
gpuModel=true | false
specifies whether the imported model requires a GPU for execution.
| Default | false |
|---|
labelTable={castable}
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable.
| Long form | labelTable={name="table-name"} |
|---|---|
| Shortcut form | labelTable="table-name" |
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=true | false
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | false |
computedVars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions={key-1=any-list-or-data-type-1 <, key-2=any-list-or-data-type-2, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=true | false
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | false |
|---|
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable={groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions={adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelTable={castable}
specifies the in-memory table that is the model.
| Long form | modelTable={name="table-name"} |
|---|---|
| Shortcut form | modelTable="table-name" |
| Alias | model |
|---|
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=true | false
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | false |
computedVars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions={key-1=any-list-or-data-type-1 <, key-2=any-list-or-data-type-2, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=true | false
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | false |
|---|
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable={groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions={adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions={fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars={{casinvardesc-1} <, {casinvardesc-2}, ...>}
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelWeights={casouttable}
specifies an in-memory table that is used to store the model weights.
For more information about specifying the modelWeights parameter, see the common casouttable parameter.
| Alias | casout |
|---|
nThreads=integer
| Minimum value | 0 |
|---|
textEmbeddingDim=64-bit-integer
specifies the text embedding dimension when importing a model.
| Minimum value | 0 |
|---|
weightFileCaslib="string"
specifies the name of the CASLIB that contains the external model weight file.
| Alias | caslib |
|---|
* weightFilePath="string"
specifies the relative path and file name for the external model weight file. The path is relative to the specified CASLIB (or the active CASLIB) and must be accessible by the controller or the model weight file cannot be loaded.
| Alias | path |
|---|
dlImportModelWeights Action
Imports model weights from an external source.
| See: | About the dlImportModelWeights Action |
|---|---|
| Example: | Import Model Weights |
Summary: Input and Output Tables
If a row includes a subparameter, you can specify the name, caslib, and so on in the subparameter. Otherwise, you can specify the name, caslib, and so on in the parameter.
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
— |
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable. | |
|
required parametermodelTable |
— |
specifies the in-memory table that is the model. |
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
required parametermodelWeights |
— |
specifies an in-memory table that is used to store the model weights. |
Parameter Descriptions
dataSpecs=[{dlDataSpecOpts-1} <, {dlDataSpecOpts-2}, ...>]
The dlDataSpecOpts value can be one or more of the following:
"data":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the input variables that bind to the layer.
For more information about specifying the data parameter, see the common casinvardesc parameter.
"dataLayer":"string"
specifies the name of the input layer that binds to the output layer.
* "layer":"string"
specifies the layer name that the data binds to. This option only affects the input and task layers.
| Aliases | name |
|---|---|
| layerName |
"lossScaleFactor":double
specifies the value to scale the loss for a given task layer. This option only affects the task layers.
| Aliases | scaleLoss |
|---|---|
| lossScale | |
| Default | 1 |
"nominals":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the nominal input variables used in the analysis.
For more information about specifying the nominals parameter, see the common casinvardesc parameter.
| Alias | nominal |
|---|
"numericNominalParms":{dataSpecNumNomOpts}
specifies the variable list that is loaded into the layer.
| Alias | numnomParms |
|---|
The dataSpecNumNomOpts value can be one or more of the following:
"length":"variable-name"
"tokenSize":64-bit-integer
| Alias | timeStep |
|---|---|
| Default | 0 |
| Minimum value | 0 |
* "type":"IMAGE" | "NUMERICNOMINAL" | "OBJECTDETECTION" | "TEXT"
specifies the data type that binds a layer.
formatType="CAFFE" | "KERAS"
specifies the external model type when importing from an external model.
| Default | CAFFE |
|---|
gpuModel=True | False
specifies whether the imported model requires a GPU for execution.
| Default | False |
|---|
labelTable={castable}
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable.
| Long form | labelTable={"name":"table-name"} |
|---|---|
| Shortcut form | labelTable="table-name" |
The castable value can be one or more of the following:
"caslib":"string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
"computedOnDemand":True | False
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | False |
"computedVars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"computedVarsProgram":"string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
"dataSourceOptions":{"key-1":{any-list-or-data-type-1} <, "key-2":{any-list-or-data-type-2}, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
"importOptions":{"fileType":"ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import_ |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* "name":"table-name"
specifies the name of the input table.
"singlePass":True | False
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | False |
|---|
"vars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"where":"where-expression"
specifies an expression for subsetting the input data.
"whereTable":{groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
"casLib":"string"
specifies the caslib for the filter table. By default, the active caslib is used.
"dataSourceOptions":{adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
"importOptions":{"fileType":"ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import_ |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* "name":"table-name"
specifies the name of the filter table.
"vars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"where":"where-expression"
specifies an expression for subsetting the data from the filter table.
* modelTable={castable}
specifies the in-memory table that is the model.
| Long form | modelTable={"name":"table-name"} |
|---|---|
| Shortcut form | modelTable="table-name" |
| Alias | model |
|---|
The castable value can be one or more of the following:
"caslib":"string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
"computedOnDemand":True | False
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | False |
"computedVars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"computedVarsProgram":"string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
"dataSourceOptions":{"key-1":{any-list-or-data-type-1} <, "key-2":{any-list-or-data-type-2}, ...>}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
"importOptions":{"fileType":"ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import_ |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* "name":"table-name"
specifies the name of the input table.
"singlePass":True | False
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | False |
|---|
"vars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"where":"where-expression"
specifies an expression for subsetting the input data.
"whereTable":{groupbytable}
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
"casLib":"string"
specifies the caslib for the filter table. By default, the active caslib is used.
"dataSourceOptions":{adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters}
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
"importOptions":{"fileType":"ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters}
specifies the settings for reading a table from a data source.
| Alias | import_ |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* "name":"table-name"
specifies the name of the filter table.
"vars":[{casinvardesc-1} <, {casinvardesc-2}, ...>]
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
"format":"string"
specifies the format to apply to the variable.
"formattedLength":integer
specifies the length of the format field plus the length of the format precision.
"label":"string"
specifies the descriptive label for the variable.
* "name":"variable-name"
specifies the name for the variable.
"nfd":integer
specifies the length of the format precision.
"nfl":integer
specifies the length of the format field.
"where":"where-expression"
specifies an expression for subsetting the data from the filter table.
* modelWeights={casouttable}
specifies an in-memory table that is used to store the model weights.
For more information about specifying the modelWeights parameter, see the common casouttable parameter.
| Alias | casout |
|---|
nThreads=integer
| Minimum value | 0 |
|---|
textEmbeddingDim=64-bit-integer
specifies the text embedding dimension when importing a model.
| Minimum value | 0 |
|---|
weightFileCaslib="string"
specifies the name of the CASLIB that contains the external model weight file.
| Alias | caslib |
|---|
* weightFilePath="string"
specifies the relative path and file name for the external model weight file. The path is relative to the specified CASLIB (or the active CASLIB) and must be accessible by the controller or the model weight file cannot be loaded.
| Alias | path |
|---|
dlImportModelWeights Action
Imports model weights from an external source.
| See: | About the dlImportModelWeights Action |
|---|---|
| Example: | Import Model Weights |
Summary: Input and Output Tables
If a row includes a subparameter, you can specify the name, caslib, and so on in the subparameter. Otherwise, you can specify the name, caslib, and so on in the parameter.
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
— |
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable. | |
|
required parametermodelTable |
— |
specifies the in-memory table that is the model. |
|
Parameter |
Subparameter |
Description |
|---|---|---|
|
required parametermodelWeights |
— |
specifies an in-memory table that is used to store the model weights. |
Parameter Descriptions
dataSpecs=list( list(dlDataSpecOpts-1) <, list(dlDataSpecOpts-2), ...>)
The dlDataSpecOpts value can be one or more of the following:
data=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the input variables that bind to the layer.
For more information about specifying the data parameter, see the common casinvardesc parameter.
dataLayer="string"
specifies the name of the input layer that binds to the output layer.
* layer="string"
specifies the layer name that the data binds to. This option only affects the input and task layers.
| Aliases | name |
|---|---|
| layerName |
lossScaleFactor=double
specifies the value to scale the loss for a given task layer. This option only affects the task layers.
| Aliases | scaleLoss |
|---|---|
| lossScale | |
| Default | 1 |
nominals=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the nominal input variables used in the analysis.
For more information about specifying the nominals parameter, see the common casinvardesc parameter.
| Alias | nominal |
|---|
numericNominalParms=list(dataSpecNumNomOpts)
specifies the variable list that is loaded into the layer.
| Alias | numnomParms |
|---|
The dataSpecNumNomOpts value can be one or more of the following:
length="variable-name"
tokenSize=64-bit-integer
| Alias | timeStep |
|---|---|
| Default | 0 |
| Minimum value | 0 |
* type="IMAGE" | "NUMERICNOMINAL" | "OBJECTDETECTION" | "TEXT"
specifies the data type that binds a layer.
formatType="CAFFE" | "KERAS"
specifies the external model type when importing from an external model.
| Default | CAFFE |
|---|
gpuModel=TRUE | FALSE
specifies whether the imported model requires a GPU for execution.
| Default | FALSE |
|---|
labelTable=list(castable)
specifies the table that contains the target label information when importing from an external model. The first column must be a numerical index starting from zero, and the second column must be a fixed-length character variable.
| Long form | labelTable=list(name="table-name") |
|---|---|
| Shortcut form | labelTable="table-name" |
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=TRUE | FALSE
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | FALSE |
computedVars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions=list(key-1=list(any-list-or-data-type-1) <, key-2=list(any-list-or-data-type-2), ...>)
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions=list(fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters)
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=TRUE | FALSE
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | FALSE |
|---|
vars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable=list(groupbytable)
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions=list(adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters)
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions=list(fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters)
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelTable=list(castable)
specifies the in-memory table that is the model.
| Long form | modelTable=list(name="table-name") |
|---|---|
| Shortcut form | modelTable="table-name" |
| Alias | model |
|---|
The castable value can be one or more of the following:
caslib="string"
specifies the caslib for the input table that you want to use with the action. By default, the active caslib is used. Specify a value only if you need to access a table from a different caslib.
computedOnDemand=TRUE | FALSE
when set to True, creates the computed variables when the table is loaded instead of when the action begins.
| Alias | compOnDemand |
|---|---|
| Default | FALSE |
computedVars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the names of the computed variables to create. Specify an expression for each variable in the computedVarsProgram parameter. If you do not specify this parameter, then all variables from computedVarsProgram are automatically included.
| Alias | compVars |
|---|
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
computedVarsProgram="string"
specifies an expression for each computed variable that you include in the computedVars parameter.
| Alias | compPgm |
|---|
dataSourceOptions=list(key-1=list(any-list-or-data-type-1) <, key-2=list(any-list-or-data-type-2), ...>)
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
importOptions=list(fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters)
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the input table.
singlePass=TRUE | FALSE
when set to True, does not create a transient table on the server. Setting this parameter to True can be efficient, but the data might not have stable ordering upon repeated runs.
| Default | FALSE |
|---|
vars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the variables to use in the action.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the input data.
whereTable=list(groupbytable)
specifies an input table that contains rows to use as a WHERE filter. If the vars parameter is not specified, then all the variable names that are common to the input table and the filtering table are used to find matching rows. If the where parameter for the input table and this parameter are specified, then this filtering table is applied first.
The groupbytable value can be one or more of the following:
casLib="string"
specifies the caslib for the filter table. By default, the active caslib is used.
dataSourceOptions=list(adls_noreq-parameters | bigquery-parameters | cas_noreq-parameters | clouddex-parameters | db2-parameters | dnfs-parameters | esp-parameters | fedsvr-parameters | gcs_noreq-parameters | greenplum-parameters | hadoop-parameters | hana-parameters | hdfs-parameters | impala-parameters | informix-parameters | jdbc-parameters | mongodb-parameters | mysql-parameters | netezza-parameters | odbc-parameters | oracle-parameters | path-parameters | postgres-parameters | redshift-parameters | s3-parameters | sapiq-parameters | sforce-parameters | singlestore_standard-parameters | snowflake-parameters | spark-parameters | spde-parameters | sqlserver-parameters | ss_noreq-parameters | teradata-parameters | vertica-parameters | yellowbrick-parameters)
specifies data source options.
| Aliases | options |
|---|---|
| dataSource |
For more information about specifying the dataSourceOptions parameter, see the common dataSourceOptions parameter.
importOptions=list(fileType="ANY" | "AUDIO" | "AUTO" | "BASESAS" | "CSV" | "DOCUMENT" | "DTA" | "ESP" | "EXCEL" | "FMT" | "HDAT" | "IMAGE" | "JMP" | "LASR" | "PARQUET" | "SPSS" | "VIDEO" | "XLS", fileType-specific-parameters)
specifies the settings for reading a table from a data source.
| Alias | import |
|---|
For more information about specifying the importOptions parameter, see the common importOptions parameter.
* name="table-name"
specifies the name of the filter table.
vars=list( list(casinvardesc-1) <, list(casinvardesc-2), ...>)
specifies the variable names to use from the filter table.
The casinvardesc value can be one or more of the following:
format="string"
specifies the format to apply to the variable.
formattedLength=integer
specifies the length of the format field plus the length of the format precision.
label="string"
specifies the descriptive label for the variable.
* name="variable-name"
specifies the name for the variable.
nfd=integer
specifies the length of the format precision.
nfl=integer
specifies the length of the format field.
where="where-expression"
specifies an expression for subsetting the data from the filter table.
* modelWeights=list(casouttable)
specifies an in-memory table that is used to store the model weights.
For more information about specifying the modelWeights parameter, see the common casouttable parameter.
| Alias | casout |
|---|
nThreads=integer
| Minimum value | 0 |
|---|
textEmbeddingDim=64-bit-integer
specifies the text embedding dimension when importing a model.
| Minimum value | 0 |
|---|
weightFileCaslib="string"
specifies the name of the CASLIB that contains the external model weight file.
| Alias | caslib |
|---|
* weightFilePath="string"
specifies the relative path and file name for the external model weight file. The path is relative to the specified CASLIB (or the active CASLIB) and must be accessible by the controller or the model weight file cannot be loaded.
| Alias | path |
|---|