From 8c3be28ba5c48254bb8f2dcf51cf975026c63fcd Mon Sep 17 00:00:00 2001 From: pate1595 Date: Sat, 20 Jul 2024 15:08:02 -0400 Subject: [PATCH] wip process-graph --- openadapt/process-graph/dataout.csv | 243 ++++++++++++++++++ openadapt/process-graph/process-query.sql | 11 + .../process_graph_generation_example.py | 12 +- openadapt/process-graph/test_file.txt | 243 ++++++++++++++++++ 4 files changed, 506 insertions(+), 3 deletions(-) create mode 100644 openadapt/process-graph/dataout.csv create mode 100644 openadapt/process-graph/process-query.sql create mode 100644 openadapt/process-graph/test_file.txt diff --git a/openadapt/process-graph/dataout.csv b/openadapt/process-graph/dataout.csv new file mode 100644 index 000000000..a0429c027 --- /dev/null +++ b/openadapt/process-graph/dataout.csv @@ -0,0 +1,243 @@ +case_id,activity,timestamp,costs,resource +1,"Administrator: Windows PowerShell","2024-07-14 19:40:58",0,move +1,"Administrator: Windows PowerShell","2024-07-14 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a/openadapt/process-graph/process-query.sql b/openadapt/process-graph/process-query.sql new file mode 100644 index 000000000..c7304cc9d --- /dev/null +++ b/openadapt/process-graph/process-query.sql @@ -0,0 +1,11 @@ +select r.id as case_id, + we.title as activity, + -- ae."timestamp" as timestamp, + datetime(ae."timestamp", 'unixepoch', 'localtime') AS "timestamp", + COALESCE(ae."timestamp" - LAG(ae."timestamp") OVER (ORDER BY ae."timestamp"), 0) as costs, + ae.name as resource +from recording r +inner join action_event ae on r."timestamp" = ae.recording_timestamp +inner join window_event we on r."timestamp" = we.recording_timestamp and we."timestamp" = ae.window_event_timestamp +where r.id = 1 +order by r.id, ae."timestamp"; diff --git a/openadapt/process-graph/process_graph_generation_example.py b/openadapt/process-graph/process_graph_generation_example.py index 8e303a34a..e4638d96d 100644 --- a/openadapt/process-graph/process_graph_generation_example.py +++ b/openadapt/process-graph/process_graph_generation_example.py @@ -2,8 +2,14 @@ import pandas if __name__ == "__main__": - log = pandas.read_csv('running-example.csv', sep=';') - log = pm4py.format_dataframe(log, case_id='case_id', activity_key='activity', timestamp_key='timestamp') + log = pandas.read_csv("dataout.csv", sep=",") + log = pm4py.format_dataframe( + log, + case_id="case_id", + activity_key="activity", + timestamp_key="timestamp", + timest_format="%Y-%m-%d %H:%M:%S", + ) dfg, start_activities, end_activities = pm4py.discover_dfg(log) - pm4py.view_dfg(dfg, start_activities, end_activities, format='html') + pm4py.view_dfg(dfg, start_activities, end_activities, format="html") diff --git a/openadapt/process-graph/test_file.txt b/openadapt/process-graph/test_file.txt new file mode 100644 index 000000000..ef6884a0b --- /dev/null +++ b/openadapt/process-graph/test_file.txt @@ -0,0 +1,243 @@ +case_id;activity;timestamp;costs;resource +1;Administrator: Windows PowerShell;2024-07-14 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