This is the code: I need help on solving those errors.
I tried to create an instance. I get the following errors. The main goal is to find an pattern from that event_log. Please let me know what other details I need to fix on this.
import pandas as pd
from sklearn.cluster import KMeans
# Define the phoenixscript class
class phoenixscript:
def __init__(self):
pass
def parse_event_log(event_log):
# Extract the unique events from the event log
events = set()
for trace in event_log:
# Make sure that trace is a collection of events
if not isinstance(trace, (list, tuple)):
continue
# Iterate over the events in the trace
for event in trace:
# Add each element in the event to the set of unique events
events.update(event)
# Return the unique events
return list(events)
# Define the find_pattern method
def find_pattern(self, event_log):
# Parse the event log to extract the relevant information
events = self.parse_event_log(event_log)
# Convert the list of strings into a 2-dimensional array
events_array = [[event] for event in events]
# Use the K-means clustering algorithm to identify patterns in the data
kmeans = KMeans(n_clusters=3)
kmeans.fit(events_array)
patterns = kmeans.cluster_centers_
# Return the identified patterns
return patterns
# Define the compute_minimal_traces method
def compute_minimal_traces(self, event_log):
# Read the event log from the given traces
events_list = pd.DataFrame(event_log)
# Use the find_pattern function to identify the minimal number of traces needed
patterns = self.find_pattern(event_log)
num_traces = len(patterns)
# Print the number of minimal traces
print(num_traces)
# Return the number of minimal traces
return num_traces
# Define the event log
event_log = ([
["status-Open", "Workflow", "summary", "summary", "assignee", "Attachment", "Attachment",
"status-Patch Available",
"Attachment", "Attachment", "Attachment", "Attachment", "summary", "Fix Version", "resolution",
"status-Resolved",
"status-Closed"],
["status-Open", "Workflow", "summary", "issuetype", "summary"],
["status-Open", "Workflow", "summary", "description", "Fix Version", "labels", "Fix Version", "resolution",
"status-Resolved"],
["status-Open", "Workflow"]])
# Create an instance of the phoenixscript class
phoenix = phoenixscript()
num_traces = phoenix.compute_minimal_traces(event_log)
# Print the results
print("The minimal number of traces needed is:", num_traces)
I tried to create an instance. I get the following errors.
Create an instance of the phoenixscript class
phoenix = phoenixscript()
Traceback (most recent call last):
File "/Users/randeepsingh/Desktop/pythonProjectRDA/main.py", line 8, in <module>
class phoenixscript:
File "/Users/randeepsingh/Desktop/pythonProjectRDA/main.py", line 75, in phoenixscript
num_traces = compute_minimal_traces(event_log)
TypeError: compute_minimal_traces() missing 1 required positional argument: 'event_log'
Ignore the following statements(The code doesntworks fine and I get thfv dfe correct result.But if I have a huge list of wofsdbsfgbrds say 150sgdbsgb0, it's not feasible to type and creagsfbsfgbte a dictionary that long.So I made a function which takegsbs thogfbvse words from the list, implements the techsdgbsgdbnisdbfgbque I dicussed above and creates the graph for me which works just ffgdsdfinesbg until here.But wsfgbfghen I try to get the shsfgbsortest distance besgfbsfgbtween two words, I get the following error)