You are viewing the RapidMiner Studio documentation for version 10.2 - Check here for latest version
Macros
What is a Macro?
A macro is a key–value pair that is only available during the process execution. Predefined macros contain context related information like the current iteration of a loop or the process name. Macros can be defined during runtime with the Set Macros, Generate Macros or Extract Macro operator, and used in nearly every operator parameter field. It is also possible to define static macros in the Context Panel (View➟Show Panel➟Context).
Debugging Macros
User defined macros can be watched with the Macros Panel (View➟Show Panel➟Macros). In this panel the current values of the macros are displayed. Use breakpoints before and after you set the macro to see the change.
List of predefined Macros
Process Macros
| Macro | Value | Description |
|---|---|---|
| %{process_name} | 02_LinearRegression | current process name |
| %{process_file} | 02_LinearRegression.rmp 02_LinearRegression |
process file name (opened as file) process name (opened from repository) |
| %{process_path} | C:\02_LinearRegression.rmp //Repo/02_LinearRegression |
file path (opened as file) repository path (opened from repository) |
| %{process_start} | 2017_12_24-PM_00_01_25 | process start date and time |
| %{t} | 2017_12_24-PM_00_01_30 | current date and time |
For higher accuracy requirements use the date_now() function instead of %{t}.
Operator Macros
| Macro | Value | Description |
|---|---|---|
| %{execution_count} %{a} |
1 | number of times the current operator is executed |
| %{b} | 2 | execution_count + 1 |
| %{operator_name} %{n} |
Generate Data | (user given) name of the current operator |
| %{c} | com.rapidminer.GenerateData | package and class of the current operator |
Operators like Loop, or Handle Exception provide additional macros.
Macros and functions
Parsing Numbers
We've seen before that %{b} returns execution_count + 1, but what if we need execution_count - 1?
This can be achieved with the function expression parse(%{execution_count})-1 for the Generate Macro operator.
Parsing Dates
To parse a date macro into a date we can use date_parse_custom(%{process_start},"yyyy_MM_dd-a_KK_mm_ss").
A table of all pattern letters can be found under SimpleDateFormat.
Evaluating Macros
It is possible to store an expression as an nominal value with the Set Macros operator and execute it afterwards with the eval(%{macro}) function. Please be aware that the evalfunction, like all other functions, is only available for selected operators. To use the evaluated macro value in every field, use the Generate Macro operator beforehand and store the result of the evaluation in a new macro.