bupaR | Core R package for business process analysis | BPM library

How do I rename the Start and End of the process_map() output below? For example instead of Start, rename to Begin, instead of End, rename to Stop.

Thank you

I have an event log data. For reproducible example, let's use the data from eventdataR

I want to change the color scale based on a hex code color I provide.

For example below the color_scale argument takes a value based on available color palette from RColorBrewer library

My goal is to plot the output, a process map, onto the browser. The output plot continues to appear in the Viewer pane in RStudio.

All of the functionality works as expected and I'm able to call the appropriate data and generate a dynamic output based on the dropdown menu.

Any help would be much appreciated. Full code is below.

I would need some help with extracting values from different edges into a tibble.

For example, in from the screenshot, Open to Pending User Info is 46.44 hours, Work in Progress to Closed is 1.28 hours.

Output would be:

I would like to change the color of the plots that bupaR and adjacent packages output. They always use a blue color. So far I have managed to recolor the nodes of a process_map, but I would also like to color the edges and all other plots.

Further, the processmonitR/edeaR package creates dashboards, which I would like to recolor. The colors seem to be hardcoded (see here)

Example output with default colors:

I'm aware that you can combine a combination of edges and nodes from the two as shown here.

However, I'm trying to create something similar that displays both the counts and times on both the edges and nodes if possible like the following at the bottom. With something like this, one wouldn't have to constantly compare the process/performance maps side by side to see which counts match up with which times.

Example Combined Process & Performance Map

I'm building a shiny app that is supposed to show a bupaR process_map, which is kind of working.

Sadly the process_map()-function returns a dgr_graph-object, which can't be rendered with the DiagrammeR::renderGrViz() or DiagrammeR::renderDiagrammeR() functions. I found a way to convert it to a grViz / htmlwidget-object with render_graph(), but this way the graph is not nicely scaled. This is especially bad since I'm dealing with very long linear graphs.

Here is a MWE:

I am able to fill the new row with the values of the previous row. I can assign constants to vars in the new row. But, I cannot calculate values based on previous rows and assign them in the new row.

I have real data from a PLC, that I prepare for conversion to an eventlog for use with bupaR. The data below are limited and simplified but contain information concerning resource, timestamp, state-type, and event_ID.

• I added Error_ID, Error_startTS, Error_EndTS, and part of the Life-cycle, as was documented in another SO question
• An Error is defined as any series of events that starts with the state_type=="error", until an event is encountered that is anything but "Error", "Comlink Down", "Not Active".
• an error number was assigned to all rows of the same "error-trace" ("Error_ID")
• the start time of the error (timestamp of 1st error row) was assigned ("Error_startTS")
• the end time of the error,, the timestamp of the 1st row after the error, in other words the timestamp of the event that ends the error was assigned ("Error_endTS")
• a "Life_cycle_ID" was assigned to the rows of the error, either "Start" or "Ongoing".

Now, I want to insert a new row

• with Life_cycle_id == "Complete"
• after the last row of "ongoing" of each "error-trace"

Details

• Solvable with fill(): copy from last row
  • "Resource"
  • "Error_ID",
  • "Error_startTS",
  • "Error_endTS"
• Solvable with add.row(): assign a constant
  • "Lifecycle_ID" should be "Complete"
  • "State_type" should be "Error"
• Problematic for me: assign values base on values of the previous rows
  • The time-stamp "Datetime_local" should get the value of "Error_endTS" in the group
  • the "event_ID" should be increased by 1