Source code for pm4py.visualization.footprints.variants.comparison

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from graphviz import Source
import tempfile
from pm4py.util import exec_utils
from enum import Enum
from typing import Optional, Dict, Any, Union, Tuple

[docs]class Parameters(Enum): FORMAT = "format"
[docs]def apply(fp1: Dict[str, Any], fp2: Dict[str, Any], parameters: Optional[Dict[Union[str, Parameters], Any]] = None) -> Source: """ Visualize a comparison between two footprint tables Parameters --------------- fp1 Footprints associated to the log (NOT a list) fp2 Footprints associated to the model parameters Parameters of the algorithm, including: - Parameters.FORMAT => Format of the visualization Returns --------------- gviz Graphviz object """ if parameters is None: parameters = {} if type(fp1) is list or type(fp2) is list: raise Exception("footprints visualizer does not work on list of footprints!") activities = sorted(list(set(x[0] for x in fp1["sequence"]).union(set(x[1] for x in fp1["sequence"])).union( set(x[0] for x in fp1["parallel"])).union(set(x[1] for x in fp1["parallel"])))) fp_table = {} for a1 in activities: fp_table[a1] = {} for a2 in activities: fp_table[a1][a2] = ("black", XOR_SYMBOL) for x in fp1["sequence"]: if x not in fp1["parallel"]: if x in fp2["sequence"]: fp_table[x[0]][x[1]] = ("black", SEQUENCE_SYMBOL) fp_table[x[1]][x[0]] = ("black", PREV_SYMBOL) else: fp_table[x[0]][x[1]] = ("red", SEQUENCE_SYMBOL) fp_table[x[1]][x[0]] = ("red", PREV_SYMBOL) for x in fp1["parallel"]: if x in fp2["parallel"]: fp_table[x[0]][x[1]] = ("black", PARALLEL_SYMBOL) else: fp_table[x[0]][x[1]] = ("red", PARALLEL_SYMBOL) image_format = exec_utils.get_param_value(Parameters.FORMAT, parameters, "png") filename = tempfile.NamedTemporaryFile(suffix='.gv') footprints_table = ["digraph {\n", "tbl [\n", "shape=plaintext\n", "label=<\n"] footprints_table.append("<table border='0' cellborder='1' color='blue' cellspacing='0'>\n") footprints_table.append("<tr><td></td>") for act in activities: footprints_table.append("<td><b>"+act+"</b></td>") footprints_table.append("</tr>\n") for a1 in activities: footprints_table.append("<tr><td><b>"+a1+"</b></td>") for a2 in activities: footprints_table.append("<td><font color=\""+fp_table[a1][a2][0]+"\">"+fp_table[a1][a2][1]+"</font></td>") footprints_table.append("</tr>\n") footprints_table.append("</table>\n") footprints_table.append(">];\n") footprints_table.append("}\n") footprints_table = "".join(footprints_table) gviz = Source(footprints_table, gviz.format = image_format return gviz