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https://onnocenter.or.id/wiki/index.php?title=Pm4py:_deteksi_bottleneck&diff=70145&oldid=0
Pm4py: deteksi bottleneck
2024-03-22T04:13:43Z
<p>Created page with " import pm4py from pm4py.objects.log.importer.xes import factory as xes_importer from pm4py.algo.discovery.inductive import factory as inductive_miner from pm4py.visualiz..."</p>
<p><b>New page</b></p><div><br />
<br />
import pm4py<br />
from pm4py.objects.log.importer.xes import factory as xes_importer<br />
from pm4py.algo.discovery.inductive import factory as inductive_miner<br />
from pm4py.visualization.petrinet import factory as pn_vis_factory<br />
<br />
# Load event log<br />
log = xes_importer.import_log("your_event_log.xes")<br />
<br />
# Discover process model using Inductive Miner<br />
net, initial_marking, final_marking = inductive_miner.apply(log)<br />
<br />
# Visualize Petri net<br />
gviz = pn_vis_factory.apply(net, initial_marking, final_marking)<br />
pn_vis_factory.view(gviz)<br />
<br />
# Analyze the model to identify bottlenecks<br />
# One way to detect bottlenecks could be by analyzing the transition <br />
frequencies<br />
transition_freq = {}<br />
for trace in log:<br />
for event in trace:<br />
transition = event["concept:name"]<br />
transition_freq[transition] = transition_freq.get(transition, 0) + 1<br />
<br />
# Sort transitions by frequency<br />
sorted_transitions = sorted(transition_freq.items(), key=lambda x: x[1], reverse=True)<br />
<br />
# Print the most frequent transitions, which can indicate potential bottlenecks<br />
print("Potential bottlenecks (transitions with highest frequency):")<br />
for transition, freq in sorted_transitions[:5]:<br />
print(transition, "-", freq, "occurrences")</div>
Onnowpurbo
https://onnocenter.or.id/wiki/index.php?title=Process_Mining&diff=70144&oldid=70133
Process Mining
2024-03-22T04:12:38Z
<p><span dir="auto"><span class="autocomment">Contoh</span></span></p>
<table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface">
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 04:12, 22 March 2024</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l62" >Line 62:</td>
<td colspan="2" class="diff-lineno">Line 62:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[pm4py: pd-dfg.py]]</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[pm4py: pd-dfg.py]]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[pm4py: pd-bpmn.py]]</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[pm4py: pd-bpmn.py]]</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* [[pm4py: deteksi bottleneck]]</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[prom: install]]</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[prom: install]]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
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Onnowpurbo
https://onnocenter.or.id/wiki/index.php?title=Prom:_install&diff=70143&oldid=70142
Prom: install
2024-03-22T02:06:52Z
<p></p>
<table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface">
<col class="diff-marker" />
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<col class="diff-content" />
<tr class="diff-title" lang="en">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 02:06, 22 March 2024</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l19" >Line 19:</td>
<td colspan="2" class="diff-lineno">Line 19:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Install Plugins</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Install Plugins</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>* Install <del class="diffchange diffchange-inline">Runner</del>, tampaknya akan menginstalasi sebagian besar plugin yang ada</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* Install <ins class="diffchange diffchange-inline">RunnerUpPackages</ins>, tampaknya akan menginstalasi sebagian besar plugin yang ada</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* Butuh waktu lama </div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* Butuh waktu lama </div></td></tr>
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Onnowpurbo