Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

log_to_feature returns unexpected features when extracting follows relations #293

Closed
fmannhardt opened this issue Dec 9, 2021 · 5 comments
Closed

log_to_feature returns unexpected features when extracting follows relations #293

fmannhardt opened this issue Dec 9, 2021 · 5 comments

Comments

@fmannhardt
Copy link
Contributor

I was refactoring my code to use the new method log_to_feature instead of the old deprecated variant of it.
Now the following code returns more than just the 2grams or directly follow relations:

sepsis = pd.read_csv("sepsis.csv", sep=';')
sepsis_log = pm4py.format_dataframe(sepsis, case_id='case_id', activity_key='activity', timestamp_key='timestamp')
sepsis_log = pm4py.convert_to_event_log(sepsis_log)
data_2gram, feature_names = log_to_features.apply(sepsis_log, parameters={"str_ev_attr": None, 
                                                        "str_tr_attr": None, 
                                                        "num_ev_attr": None, 
                                                        "num_tr_attr": None, 
                                                        "str_evsucc_attr": ["concept:name"]})

The list of features is:

['event:lifecycle@complete',
 'event:concept:name@Admission IC',
 'event:concept:name@Admission NC',
 'event:concept:name@CRP',
 'event:concept:name@ER Registration',
 'event:concept:name@ER Sepsis Triage',
 'event:concept:name@ER Triage',
 'event:concept:name@IV Antibiotics',
 'event:concept:name@IV Liquid',
 'event:concept:name@LacticAcid',
 'event:concept:name@Leucocytes',
 'event:concept:name@Release A',
 'event:concept:name@Release B',
 'event:concept:name@Release C',
 'event:concept:name@Release D',
 'event:concept:name@Release E',
 'event:concept:name@Return ER',
 'event:diagnosticurinarysediment',
 'event:sirscriteria2ormore',
 'event:diagnosticblood',
 'event:lacticacid',
 'event:leucocytes',
 'event:diagnosticartastrup',
 'event:age',
 'event:crp',
 'event:.order',
 'event:diagnosticic',
 'event:diagnosticlacticacid',
 'event:disfuncorg',
 'event:diagnosticurinaryculture',
 'event:infusion',
 'event:activity_instance_id',
 'event:hypotensie',
 'event:@@index',
 'event:sirscrittemperature',
 'event:sirscrittachypnea',
 'event:diagnosticxthorax',
 'event:sirscritheartrate',
 'event:diagnose',
 'event:infectionsuspected',
 'event:diagnosticecg',
 'succession:concept:name@Admission IC#Admission IC',
 'succession:concept:name@Admission IC#Admission NC',
 'succession:concept:name@Admission IC#CRP',
 'succession:concept:name@Admission IC#ER Sepsis Triage',
 'succession:concept:name@Admission IC#LacticAcid',
 'succession:concept:name@Admission IC#Leucocytes',
 'succession:concept:name@Admission NC#Admission IC',
 'succession:concept:name@Admission NC#Admission NC',
 'succession:concept:name@Admission NC#CRP',
 'succession:concept:name@Admission NC#ER Sepsis Triage',
 'succession:concept:name@Admission NC#ER Triage',
 'succession:concept:name@Admission NC#IV Antibiotics',
 'succession:concept:name@Admission NC#IV Liquid',
 'succession:concept:name@Admission NC#LacticAcid',
 'succession:concept:name@Admission NC#Leucocytes',
 'succession:concept:name@Admission NC#Release A',
 'succession:concept:name@Admission NC#Release B',
 'succession:concept:name@Admission NC#Release C',
 'succession:concept:name@Admission NC#Release D',
 'succession:concept:name@CRP#Admission IC',
 'succession:concept:name@CRP#Admission NC',
 'succession:concept:name@CRP#CRP',
 'succession:concept:name@CRP#ER Registration',
 'succession:concept:name@CRP#ER Sepsis Triage',
 'succession:concept:name@CRP#ER Triage',
 'succession:concept:name@CRP#IV Antibiotics',
 'succession:concept:name@CRP#IV Liquid',
 'succession:concept:name@CRP#LacticAcid',
 'succession:concept:name@CRP#Leucocytes',
 'succession:concept:name@CRP#Release A',
 'succession:concept:name@CRP#Release B',
 'succession:concept:name@CRP#Release C',
 'succession:concept:name@CRP#Release D',
 'succession:concept:name@CRP#Release E',
 'succession:concept:name@ER Registration#Admission IC',
 'succession:concept:name@ER Registration#CRP',
 'succession:concept:name@ER Registration#ER Sepsis Triage',
 'succession:concept:name@ER Registration#ER Triage',
 'succession:concept:name@ER Registration#IV Liquid',
 'succession:concept:name@ER Registration#LacticAcid',
 'succession:concept:name@ER Registration#Leucocytes',
 'succession:concept:name@ER Sepsis Triage#Admission IC',
 'succession:concept:name@ER Sepsis Triage#Admission NC',
 'succession:concept:name@ER Sepsis Triage#CRP',
 'succession:concept:name@ER Sepsis Triage#ER Registration',
 'succession:concept:name@ER Sepsis Triage#ER Triage',
 'succession:concept:name@ER Sepsis Triage#IV Antibiotics',
 'succession:concept:name@ER Sepsis Triage#IV Liquid',
 'succession:concept:name@ER Sepsis Triage#LacticAcid',
 'succession:concept:name@ER Sepsis Triage#Leucocytes',
 'succession:concept:name@ER Triage#CRP',
 'succession:concept:name@ER Triage#ER Registration',
 'succession:concept:name@ER Triage#ER Sepsis Triage',
 'succession:concept:name@ER Triage#IV Antibiotics',
 'succession:concept:name@ER Triage#IV Liquid',
 'succession:concept:name@ER Triage#LacticAcid',
 'succession:concept:name@ER Triage#Leucocytes',
 'succession:concept:name@IV Antibiotics#Admission IC',
 'succession:concept:name@IV Antibiotics#Admission NC',
 'succession:concept:name@IV Antibiotics#CRP',
 'succession:concept:name@IV Antibiotics#ER Registration',
 'succession:concept:name@IV Antibiotics#ER Triage',
 'succession:concept:name@IV Antibiotics#IV Liquid',
 'succession:concept:name@IV Antibiotics#LacticAcid',
 'succession:concept:name@IV Antibiotics#Leucocytes',
 'succession:concept:name@IV Antibiotics#Release A',
 'succession:concept:name@IV Antibiotics#Release B',
 'succession:concept:name@IV Liquid#Admission IC',
 'succession:concept:name@IV Liquid#Admission NC',
 'succession:concept:name@IV Liquid#CRP',
 'succession:concept:name@IV Liquid#ER Registration',
 'succession:concept:name@IV Liquid#ER Sepsis Triage',
 'succession:concept:name@IV Liquid#ER Triage',
 'succession:concept:name@IV Liquid#IV Antibiotics',
 'succession:concept:name@IV Liquid#LacticAcid',
 'succession:concept:name@IV Liquid#Leucocytes',
 'succession:concept:name@IV Liquid#Release A',
 'succession:concept:name@IV Liquid#Release B',
 'succession:concept:name@LacticAcid#Admission IC',
 'succession:concept:name@LacticAcid#Admission NC',
 'succession:concept:name@LacticAcid#CRP',
 'succession:concept:name@LacticAcid#ER Registration',
 'succession:concept:name@LacticAcid#ER Sepsis Triage',
 'succession:concept:name@LacticAcid#ER Triage',
 'succession:concept:name@LacticAcid#IV Antibiotics',
 'succession:concept:name@LacticAcid#IV Liquid',
 'succession:concept:name@LacticAcid#LacticAcid',
 'succession:concept:name@LacticAcid#Leucocytes',
 'succession:concept:name@LacticAcid#Release A',
 'succession:concept:name@LacticAcid#Release B',
 'succession:concept:name@LacticAcid#Release E',
 'succession:concept:name@Leucocytes#Admission IC',
 'succession:concept:name@Leucocytes#Admission NC',
 'succession:concept:name@Leucocytes#CRP',
 'succession:concept:name@Leucocytes#ER Registration',
 'succession:concept:name@Leucocytes#ER Sepsis Triage',
 'succession:concept:name@Leucocytes#ER Triage',
 'succession:concept:name@Leucocytes#IV Antibiotics',
 'succession:concept:name@Leucocytes#IV Liquid',
 'succession:concept:name@Leucocytes#LacticAcid',
 'succession:concept:name@Leucocytes#Leucocytes',
 'succession:concept:name@Leucocytes#Release A',
 'succession:concept:name@Leucocytes#Release B',
 'succession:concept:name@Leucocytes#Release C',
 'succession:concept:name@Leucocytes#Release D',
 'succession:concept:name@Leucocytes#Release E',
 'succession:concept:name@Leucocytes#Return ER',
 'succession:concept:name@Release A#CRP',
 'succession:concept:name@Release A#Leucocytes',
 'succession:concept:name@Release A#Return ER',
 'succession:concept:name@Release B#Admission NC',
 'succession:concept:name@Release C#Return ER',
 'succession:concept:name@Release D#Return ER',
 'succession:concept:name@Release E#Return ER',
 'succession:concept:name@Return ER#CRP']

Expected result would be:

[ 'succession:concept:name@Admission IC#Admission IC',
 'succession:concept:name@Admission IC#Admission NC',
 'succession:concept:name@Admission IC#CRP',
 'succession:concept:name@Admission IC#ER Sepsis Triage',
 'succession:concept:name@Admission IC#LacticAcid',
 'succession:concept:name@Admission IC#Leucocytes',
 'succession:concept:name@Admission NC#Admission IC',
 'succession:concept:name@Admission NC#Admission NC',
 'succession:concept:name@Admission NC#CRP',
 'succession:concept:name@Admission NC#ER Sepsis Triage',
 'succession:concept:name@Admission NC#ER Triage',
 'succession:concept:name@Admission NC#IV Antibiotics',
 'succession:concept:name@Admission NC#IV Liquid',
 'succession:concept:name@Admission NC#LacticAcid',
 'succession:concept:name@Admission NC#Leucocytes',
 'succession:concept:name@Admission NC#Release A',
 'succession:concept:name@Admission NC#Release B',
 'succession:concept:name@Admission NC#Release C',
 'succession:concept:name@Admission NC#Release D',
 'succession:concept:name@CRP#Admission IC',
 'succession:concept:name@CRP#Admission NC',
 'succession:concept:name@CRP#CRP',
 'succession:concept:name@CRP#ER Registration',
 'succession:concept:name@CRP#ER Sepsis Triage',
 'succession:concept:name@CRP#ER Triage',
 'succession:concept:name@CRP#IV Antibiotics',
 'succession:concept:name@CRP#IV Liquid',
 'succession:concept:name@CRP#LacticAcid',
 'succession:concept:name@CRP#Leucocytes',
 'succession:concept:name@CRP#Release A',
 'succession:concept:name@CRP#Release B',
 'succession:concept:name@CRP#Release C',
 'succession:concept:name@CRP#Release D',
 'succession:concept:name@CRP#Release E',
 'succession:concept:name@ER Registration#Admission IC',
 'succession:concept:name@ER Registration#CRP',
 'succession:concept:name@ER Registration#ER Sepsis Triage',
 'succession:concept:name@ER Registration#ER Triage',
 'succession:concept:name@ER Registration#IV Liquid',
 'succession:concept:name@ER Registration#LacticAcid',
 'succession:concept:name@ER Registration#Leucocytes',
 'succession:concept:name@ER Sepsis Triage#Admission IC',
 'succession:concept:name@ER Sepsis Triage#Admission NC',
 'succession:concept:name@ER Sepsis Triage#CRP',
 'succession:concept:name@ER Sepsis Triage#ER Registration',
 'succession:concept:name@ER Sepsis Triage#ER Triage',
 'succession:concept:name@ER Sepsis Triage#IV Antibiotics',
 'succession:concept:name@ER Sepsis Triage#IV Liquid',
 'succession:concept:name@ER Sepsis Triage#LacticAcid',
 'succession:concept:name@ER Sepsis Triage#Leucocytes',
 'succession:concept:name@ER Triage#CRP',
 'succession:concept:name@ER Triage#ER Registration',
 'succession:concept:name@ER Triage#ER Sepsis Triage',
 'succession:concept:name@ER Triage#IV Antibiotics',
 'succession:concept:name@ER Triage#IV Liquid',
 'succession:concept:name@ER Triage#LacticAcid',
 'succession:concept:name@ER Triage#Leucocytes',
 'succession:concept:name@IV Antibiotics#Admission IC',
 'succession:concept:name@IV Antibiotics#Admission NC',
 'succession:concept:name@IV Antibiotics#CRP',
 'succession:concept:name@IV Antibiotics#ER Registration',
 'succession:concept:name@IV Antibiotics#ER Triage',
 'succession:concept:name@IV Antibiotics#IV Liquid',
 'succession:concept:name@IV Antibiotics#LacticAcid',
 'succession:concept:name@IV Antibiotics#Leucocytes',
 'succession:concept:name@IV Antibiotics#Release A',
 'succession:concept:name@IV Antibiotics#Release B',
 'succession:concept:name@IV Liquid#Admission IC',
 'succession:concept:name@IV Liquid#Admission NC',
 'succession:concept:name@IV Liquid#CRP',
 'succession:concept:name@IV Liquid#ER Registration',
 'succession:concept:name@IV Liquid#ER Sepsis Triage',
 'succession:concept:name@IV Liquid#ER Triage',
 'succession:concept:name@IV Liquid#IV Antibiotics',
 'succession:concept:name@IV Liquid#LacticAcid',
 'succession:concept:name@IV Liquid#Leucocytes',
 'succession:concept:name@IV Liquid#Release A',
 'succession:concept:name@IV Liquid#Release B',
 'succession:concept:name@LacticAcid#Admission IC',
 'succession:concept:name@LacticAcid#Admission NC',
 'succession:concept:name@LacticAcid#CRP',
 'succession:concept:name@LacticAcid#ER Registration',
 'succession:concept:name@LacticAcid#ER Sepsis Triage',
 'succession:concept:name@LacticAcid#ER Triage',
 'succession:concept:name@LacticAcid#IV Antibiotics',
 'succession:concept:name@LacticAcid#IV Liquid',
 'succession:concept:name@LacticAcid#LacticAcid',
 'succession:concept:name@LacticAcid#Leucocytes',
 'succession:concept:name@LacticAcid#Release A',
 'succession:concept:name@LacticAcid#Release B',
 'succession:concept:name@LacticAcid#Release E',
 'succession:concept:name@Leucocytes#Admission IC',
 'succession:concept:name@Leucocytes#Admission NC',
 'succession:concept:name@Leucocytes#CRP',
 'succession:concept:name@Leucocytes#ER Registration',
 'succession:concept:name@Leucocytes#ER Sepsis Triage',
 'succession:concept:name@Leucocytes#ER Triage',
 'succession:concept:name@Leucocytes#IV Antibiotics',
 'succession:concept:name@Leucocytes#IV Liquid',
 'succession:concept:name@Leucocytes#LacticAcid',
 'succession:concept:name@Leucocytes#Leucocytes',
 'succession:concept:name@Leucocytes#Release A',
 'succession:concept:name@Leucocytes#Release B',
 'succession:concept:name@Leucocytes#Release C',
 'succession:concept:name@Leucocytes#Release D',
 'succession:concept:name@Leucocytes#Release E',
 'succession:concept:name@Leucocytes#Return ER',
 'succession:concept:name@Release A#CRP',
 'succession:concept:name@Release A#Leucocytes',
 'succession:concept:name@Release A#Return ER',
 'succession:concept:name@Release B#Admission NC',
 'succession:concept:name@Release C#Return ER',
 'succession:concept:name@Release D#Return ER',
 'succession:concept:name@Release E#Return ER',
 'succession:concept:name@Return ER#CRP']

I am using PM4Py v2.2.16

Here is the file I am using:
sepsis.csv
.
fmannhardt pushed a commit to fmannhardt/course-applied-processmining that referenced this issue Dec 9, 2021
Workaround for process-intelligence-solutions/pm4py#293
5f6bcbb
@fit-alessandro-berti
Copy link
Contributor

Dear Felix,

We will propose a fix for this in one of the upcoming releases.

The problem currently is that if no attribute is provided for neither the string/numeric event/trace attributes, then a default selection is applied for these attributes.

@fit-sebastiaan-van-zelst
Copy link
Contributor

This issue is fixed in https://github.com/pm4py/pm4py-core/releases/tag/2.2.17

@fmannhardt
Copy link
Contributor Author

I am trying the same call again in PM4Py 2.2.30 and I am afraid it is still not fully fixed. I am getting the following response:

['event:concept:name@Admission IC',
 'event:concept:name@Admission NC',
 'event:concept:name@CRP',
 'event:concept:name@ER Registration',
 'event:concept:name@ER Sepsis Triage',
 'event:concept:name@ER Triage',
 'event:concept:name@IV Antibiotics',
 'event:concept:name@IV Liquid',
 'event:concept:name@LacticAcid',
 'event:concept:name@Leucocytes',
 'event:concept:name@Release A',
 'event:concept:name@Release B',
 'event:concept:name@Release C',
 'event:concept:name@Release D',
 'event:concept:name@Release E',
 'event:concept:name@Return ER',
 'event:Age',
 'succession:concept:name@Admission IC#Admission IC',
 'succession:concept:name@Admission IC#Admission NC',
 'succession:concept:name@Admission IC#CRP',
 'succession:concept:name@Admission IC#ER Sepsis Triage',
 'succession:concept:name@Admission IC#LacticAcid',
 'succession:concept:name@Admission IC#Leucocytes',
 'succession:concept:name@Admission NC#Admission IC',
 'succession:concept:name@Admission NC#Admission NC',
 'succession:concept:name@Admission NC#CRP',
 'succession:concept:name@Admission NC#ER Sepsis Triage',
 'succession:concept:name@Admission NC#ER Triage',
 'succession:concept:name@Admission NC#IV Antibiotics',
 'succession:concept:name@Admission NC#IV Liquid',
 'succession:concept:name@Admission NC#LacticAcid',
 'succession:concept:name@Admission NC#Leucocytes',
 'succession:concept:name@Admission NC#Release A',
 'succession:concept:name@Admission NC#Release B',
 'succession:concept:name@Admission NC#Release C',
 'succession:concept:name@Admission NC#Release D',
 'succession:concept:name@CRP#Admission IC',
 'succession:concept:name@CRP#Admission NC',
 'succession:concept:name@CRP#CRP',
 'succession:concept:name@CRP#ER Registration',
 'succession:concept:name@CRP#ER Sepsis Triage',
 'succession:concept:name@CRP#ER Triage',
 'succession:concept:name@CRP#IV Antibiotics',
 'succession:concept:name@CRP#IV Liquid',
 'succession:concept:name@CRP#LacticAcid',
 'succession:concept:name@CRP#Leucocytes',
 'succession:concept:name@CRP#Release A',
 'succession:concept:name@CRP#Release B',
 'succession:concept:name@CRP#Release C',
 'succession:concept:name@CRP#Release D',
 'succession:concept:name@CRP#Release E',
 'succession:concept:name@ER Registration#Admission IC',
 'succession:concept:name@ER Registration#CRP',
 'succession:concept:name@ER Registration#ER Sepsis Triage',
 'succession:concept:name@ER Registration#ER Triage',
 'succession:concept:name@ER Registration#IV Liquid',
 'succession:concept:name@ER Registration#LacticAcid',
 'succession:concept:name@ER Registration#Leucocytes',
 'succession:concept:name@ER Sepsis Triage#Admission IC',
 'succession:concept:name@ER Sepsis Triage#Admission NC',
 'succession:concept:name@ER Sepsis Triage#CRP',
 'succession:concept:name@ER Sepsis Triage#ER Registration',
 'succession:concept:name@ER Sepsis Triage#ER Triage',
 'succession:concept:name@ER Sepsis Triage#IV Antibiotics',
 'succession:concept:name@ER Sepsis Triage#IV Liquid',
 'succession:concept:name@ER Sepsis Triage#LacticAcid',
 'succession:concept:name@ER Sepsis Triage#Leucocytes',
 'succession:concept:name@ER Triage#CRP',
 'succession:concept:name@ER Triage#ER Registration',
 'succession:concept:name@ER Triage#ER Sepsis Triage',
 'succession:concept:name@ER Triage#IV Antibiotics',
 'succession:concept:name@ER Triage#IV Liquid',
 'succession:concept:name@ER Triage#LacticAcid',
 'succession:concept:name@ER Triage#Leucocytes',
 'succession:concept:name@IV Antibiotics#Admission IC',
 'succession:concept:name@IV Antibiotics#Admission NC',
 'succession:concept:name@IV Antibiotics#CRP',
 'succession:concept:name@IV Antibiotics#ER Registration',
 'succession:concept:name@IV Antibiotics#ER Triage',
 'succession:concept:name@IV Antibiotics#IV Liquid',
 'succession:concept:name@IV Antibiotics#LacticAcid',
 'succession:concept:name@IV Antibiotics#Leucocytes',
 'succession:concept:name@IV Antibiotics#Release A',
 'succession:concept:name@IV Antibiotics#Release B',
 'succession:concept:name@IV Liquid#Admission IC',
 'succession:concept:name@IV Liquid#Admission NC',
 'succession:concept:name@IV Liquid#CRP',
 'succession:concept:name@IV Liquid#ER Registration',
 'succession:concept:name@IV Liquid#ER Sepsis Triage',
 'succession:concept:name@IV Liquid#ER Triage',
 'succession:concept:name@IV Liquid#IV Antibiotics',
 'succession:concept:name@IV Liquid#LacticAcid',
 'succession:concept:name@IV Liquid#Leucocytes',
 'succession:concept:name@IV Liquid#Release A',
 'succession:concept:name@IV Liquid#Release B',
 'succession:concept:name@LacticAcid#Admission IC',
 'succession:concept:name@LacticAcid#Admission NC',
 'succession:concept:name@LacticAcid#CRP',
 'succession:concept:name@LacticAcid#ER Registration',
 'succession:concept:name@LacticAcid#ER Sepsis Triage',
 'succession:concept:name@LacticAcid#ER Triage',
 'succession:concept:name@LacticAcid#IV Antibiotics',
 'succession:concept:name@LacticAcid#IV Liquid',
 'succession:concept:name@LacticAcid#LacticAcid',
 'succession:concept:name@LacticAcid#Leucocytes',
 'succession:concept:name@LacticAcid#Release A',
 'succession:concept:name@LacticAcid#Release B',
 'succession:concept:name@LacticAcid#Release E',
 'succession:concept:name@Leucocytes#Admission IC',
 'succession:concept:name@Leucocytes#Admission NC',
 'succession:concept:name@Leucocytes#CRP',
 'succession:concept:name@Leucocytes#ER Registration',
 'succession:concept:name@Leucocytes#ER Sepsis Triage',
 'succession:concept:name@Leucocytes#ER Triage',
 'succession:concept:name@Leucocytes#IV Antibiotics',
 'succession:concept:name@Leucocytes#IV Liquid',
 'succession:concept:name@Leucocytes#LacticAcid',
 'succession:concept:name@Leucocytes#Leucocytes',
 'succession:concept:name@Leucocytes#Release A',
 'succession:concept:name@Leucocytes#Release B',
 'succession:concept:name@Leucocytes#Release C',
 'succession:concept:name@Leucocytes#Release D',
 'succession:concept:name@Leucocytes#Release E',
 'succession:concept:name@Leucocytes#Return ER',
 'succession:concept:name@Release A#CRP',
 'succession:concept:name@Release A#Leucocytes',
 'succession:concept:name@Release A#Return ER',
 'succession:concept:name@Release B#Admission NC',
 'succession:concept:name@Release C#Return ER',
 'succession:concept:name@Release D#Return ER',
 'succession:concept:name@Release E#Return ER',
 'succession:concept:name@Return ER#CRP']

For a call with:

data_2gram, feature_names = log_to_features.apply(sepsis_log, parameters={"str_ev_attr": None, 
                                                        "str_tr_attr": None, 
                                                        "num_ev_attr": None, 
                                                        "num_tr_attr": None, 
                                                        "str_evsucc_attr": ["concept:name"]})

Same file as used above.

@fit-alessandro-berti
Copy link
Contributor

Dear Felix,

This behavior is triggered when you provide None to all the four different type of features (str_ev_attr, str_tr_attr, num_ev_attr, num_tr_attr). In that case, the algorithm assumes no feature is manually provided and proceed to automatic detection.

Try to provide empty lists instead of None for all the voices and only the successions should be returned then.

@fmannhardt
Copy link
Contributor Author

I provided None only to the first four arguments, the last argument str_evsucc_attr was provided with a value.
The workaround with empty lists instead of None works. Still, very confusing behavior.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
3 participants
@fmannhardt @fit-sebastiaan-van-zelst @fit-alessandro-berti