empty_element durch eine Klasse Element ersetzt, Anpassung der Funktionen

This commit is contained in:
2025-04-28 16:42:00 +02:00
parent 237e3f359a
commit c902ba9b3a
2 changed files with 46 additions and 47 deletions

View File

@@ -1,13 +1,23 @@
import math
empty_element = {
"count" : 1,
"p(x_i)" : 0,
"I(x_i)" : 0
}
class Element:
id = ""
count = 0
p_x_i = 0
I_x_i = 0
def __init__(self, id):
self.id = id
self.count = 1
def find_element(list, target_it):
for element in list:
if element.id == target_it:
return element
return None
def read_text_file():
path = '/Users/safak/Documents/UNI/IT/P1/text.txt'
path = './text.txt'
with open(path, 'r', encoding='utf-8') as file:
content = file.read()
@@ -19,13 +29,14 @@ def Z_statistik():
m = len(message)
elements = {}
elements = []
for char in message:
if elements.__contains__(char):
elements[char]["count"] += 1
entry = find_element(elements, char)
if entry is not None:
entry.count += 1
else:
elements[char] = empty_element.copy()
elements.append(Element(char))
calculate(elements, m, message)
@@ -34,15 +45,17 @@ def Z2_statistik():
m = len(message) - 1 # Letztes Zeichen kann kein Tupel mit "nichts" bilden
elements = {}
elements = []
for i, char in enumerate(message):
if i != m:
if i < m:
tuple = char + message[i+1]
if elements.__contains__(tuple):
elements[tuple]["count"] += 1
entry = find_element(elements, tuple)
if entry is not None:
entry.count += 1
else:
elements[tuple] = empty_element.copy()
elements.append(Element(tuple))
calculate(elements, m, message)
@@ -52,9 +65,10 @@ def W_statistik():
m = 0
i = 0
elements = {}
elements = []
l = len(message)
while i != len(message):
while i < l:
word = ""
if message[i].isalpha():
@@ -62,7 +76,7 @@ def W_statistik():
word += message[i]
# füge Zeichen hinzu bis Wortende erreicht ist
while message[i+1].isalpha():
while i+1 is not l and message[i+1].isalpha():
i += 1
word += message[i]
@@ -70,10 +84,12 @@ def W_statistik():
m += 1
# Zähle die Häufigkeit der Wörter
if elements.__contains__(word):
elements[word]["count"] += 1
entry = find_element(elements, word)
if entry is not None:
entry.count += 1
else:
elements[word] = empty_element.copy()
elements.append(Element(word))
# gehe weiter in der Nachricht
i += 1
@@ -81,32 +97,17 @@ def W_statistik():
calculate(elements, m, message)
def calculate(elements, m, message):
for x_i in elements:
elements[x_i]["p(x_i)"] = elements[x_i]["count"] / m
elements[x_i]["I(x_i)"] = -1 * math.log2(elements[x_i]["p(x_i)"])
h = 0
for x_i in elements:
h += elements[x_i]["p(x_i)"] * elements[x_i]["I(x_i)"]
for element in elements:
element.p_x_i = element.count / m
element.I_x_i = -1 * math.log2(element.p_x_i)
h += element.p_x_i * element.I_x_i
sorted_by_element = sorted(elements)
sorted_by_count = dict(sorted(
elements.items(),
key = lambda item: item[1]["count"],
reverse=True
))
sorted_by_information = dict(sorted(
elements.items(),
key = lambda item: item[1]["I(x_i)"],
reverse=True
))
# Ausgabe
for x_i in sorted_by_element:
print(f"{elements[x_i]["count"]:3.0f} | {elements[x_i]["p(x_i)"]:10.7f} | {elements[x_i]["I(x_i)"]:10.7f} | »{x_i}«")
print("Entropie der Nachricht = " + h.__str__() + "\n\n")
elements.sort(key = lambda element: element.count, reverse = True)
for element in elements:
print(f"{element.count:3.0f} | {element.p_x_i:10.7f} | {element.I_x_i:10.7f} | »{element.id}«")
print("Entropie = " + h.__str__() + "\n\n")
def main():
Z_statistik()