From 4b9a876e404e2b1c59c586391400530e7440742d Mon Sep 17 00:00:00 2001
From: Lykova Liza <LykovaYA@mpei.ru>
Date: Sun, 7 Dec 2025 14:12:48 +0300
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diff --git a/TEMA7/report.txt b/TEMA7/report.txt
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+# Отчет по теме 7
+
+Лыкова Елизавета, А-01-23
+
+## 1. Запуск IDLE, привязка католога, создание файла отчета.
+
+```py
+import os
+os.chdir("C:\\Users\\Home\\Desktop\\python-labs\\TEMA7")
+```
+
+## 2. Создание пользовательской функции.
+
+## 2. 1 Функция без аругментов.
+
+```py
+def uspeh():
+    '''Подтверждение успеха операции'''
+    print('Выполнено успешно!')
+
+    
+type(uspeh)
+<class 'function'>
+dir()
+['__annotations__', '__builtins__', '__doc__', '__loader__', '__name__', '__package__', '__spec__', 'os', 'uspeh']
+help(uspeh)
+Help on function uspeh in module __main__:
+
+uspeh()
+    Подтверждение успеха операции
+```
+
+## 2.2 Функция с аргументами.
+
+```py
+def sravnenie(a,b):
+    '''Сравнение a и b'''
+    if a > b:
+        print(a, 'больше', b)
+    elif a < b:
+        print(a, 'меньше',b)
+    else:
+        print(a,'равно',b)
+
+        
+n,m = 16,5; sravnenie(n,m)
+16 больше 5
+sravnenie('a','b')
+a меньше b
+```
+
+## 2.3 Функция с return.
+
+```py
+def logistfun(b,a):
+    '''Вычисление логистической функции'''
+    import math
+    return a/(1+math.exp(-b))
+
+v,w = 1, 0.7; z = logistfun(w,v)
+z
+0.6681877721681662
+```
+
+## 2.4. Сложение для разных типов аргументов.
+
+```py
+def slozh(a1,a2,a3,a4):
+    '''Сложение значений четырех аргументов'''
+    return a1 + a2 + a3 + a4
+
+slozh(1,2,3,4)
+10
+slozh('1','2','3','4')
+'1234'
+b1 = [1,2]; b2 = [-1,-1]; b3= [0,2]; b4 = [-1,-1]
+q = slozh(b1,b2,b3,b4)
+q
+[1, 2, -1, -1, 0, 2, -1, -1]
+k1 = (0, 1); k2 = (2,3); k3 = (4,5); k4 = (6,7)
+qk = slozh(k1,k2,k3,k4)
+qk
+(0, 1, 2, 3, 4, 5, 6, 7)
+s1 = {'aaa':1,'bbb':2}; s2 = {'ccc':3,'ddd':4}; s3 = {'eee':5,'fff':6}; s4 = {'ggg':7,'hhh':8}
+qs = slozh(s1,s2,s3,s4)
+Traceback (most recent call last):
+  File "<pyshell#47>", line 1, in <module>
+    qs = slozh(s1,s2,s3,s4)
+  File "<pyshell#37>", line 3, in slozh
+    return a1 + a2 + a3 + a4
+TypeError: unsupported operand type(s) for +: 'dict' and 'dict'
+m1 = {'a','b'}; m2 = {'c','d'}; m3 = {'e','f'}; m4 = {'g','h'}
+qm = slozh(m1,m2,m3,m4)
+Traceback (most recent call last):
+  File "<pyshell#50>", line 1, in <module>
+    qm = slozh(m1,m2,m3,m4)
+  File "<pyshell#37>", line 3, in slozh
+    return a1 + a2 + a3 + a4
+TypeError: unsupported operand type(s) for +: 'set' and 'set'
+```
+
+## 2.5 На вход функции поступает сигнал x, а на выходе получает сигнал y.
+
+```py
+def inerz(x,T,ypred):
+    ''' Модель устройства с памятью:
+    x- текущее значение вх.сигнала,
+    T -постоянная времени,
+    ypred - предыдущее значение выхода устройства'''
+    y = (x + T*ypred)/(T+1)
+    return y
+
+sps = [0]+[1]*100
+spsy=[]
+TT = 20
+yy = 0
+for xx in sps:
+    yy = inerz(xx,TT,yy)
+    spsy.append(yy)
+
+
+import pylab as plt
+plt.plot(spsy,label = 'Выходной сигнал')
+[<matplotlib.lines.Line2D object at 0x000001D2BEDF2AD0>]
+plt.show()
+```
+
+!(рисуночек)[ris1.png]
+
+## 3. Функции как объекты.
+
+## 3.1 Получение списка атрибутов объекта-функции.
+
+```py
+dir(inerz)
+['__annotations__', '__builtins__', '__call__', '__class__', '__closure__', '__code__', '__defaults__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__get__', '__getattribute__', '__getstate__', '__globals__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__kwdefaults__', '__le__', '__lt__', '__module__', '__name__', '__ne__', '__new__', '__qualname__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__type_params__']
+inerz.__doc__
+'Модель устройства с памятью:\nx- текущее значение вх.сигнала,\nT -постоянная времени,\nypred - предыдущее значение выхода устройства'
+help(inerz)
+Help on function inerz in module __main__:
+
+inerz(x, T, ypred)
+    Модель устройства с памятью:
+    x- текущее значение вх.сигнала,
+    T -постоянная времени,
+    ypred - предыдущее значение выхода устройства
+```
+
+## 3.2 Сохранение ссылки на объект-функцию в другой переменной.
+
+```py
+fnkt = sravnenie
+v = 16
+fnkt(v,23)
+16 меньше 23
+```
+
+## 3.3 Возможность альтернативного определения функции в программе.
+
+```py
+typ_fun = 8
+if typ_fun == 1:
+    def func():
+        print('Функция1')
+else:
+    def func():
+        print('Функция2')
+
+        
+func()
+Функция2
+```
+
+Программа выводит сообщение "Функция 2", потому что переменная typ_fun не равна 1, и выполняется блок else, в котором функция func определена как выводящая "Функция 2".
+
+## 4. Аргументы функции.
+
+## 4.1 Функция в качестве аргумента другой функции.
+
+```py
+def fun_arg(fff,a,b,c):
+    '''fff-имя функции, используемой 
+    в качестве аргумента функции fun_arg'''
+    return a + fff(c,b)
+
+zz = fun_arg(logistfun,-3,1,0.7)
+zz
+-2.3318122278318336
+```
+
+## 4.2 Обязательные и необязательные аргументы.
+
+```py
+def logistfun(a,b=1):
+    '''Вычисление логистической функции'''
+    import math
+    return b/(1+math.exp(-a))
+
+logistfun(0.7)
+0.6681877721681662
+logistfun(0.7,2)
+1.3363755443363323
+```
+
+## 4.3 Функция с произвольным положением элементов.
+
+```py
+logistfun(b = 0.5, a = 0.8)
+0.34498724056380625
+```
+
+## 4.4 Аргументы функции, содержащиеся в списке или кортеже.
+
+```py
+b1234 = [b1,b2,b3,b4]
+qq = slozh(*b1234)
+qq
+[1, 2, -1, -1, 0, 2, -1, -1]
+```
+
+## 4.5 Аргументы функции, содержащиеся в словаре.
+
+```py
+dic4={"a1":1,"a2":2,"a3":3,"a4":4}
+qqq = slozh(**dic4)
+qqq
+10
+```
+
+## 4.6 Смешанные ссылки.
+
+```py
+e1=(-1,6);dd2={'a3':3,'a4':9}
+qqqq=slozh(*e1,**dd2)
+qqqq
+17
+```
+
+## 4.7 Переменное число аргументов у функции.
+
+```py
+def func4(*kort7):
+    '''Произвольное число аргументов в составе кортежа'''
+    smm = 0
+    for elt in kort7:
+        smm += elt
+    return smm
+
+func4(-1,2)
+1
+func4(-1,2,0,3,6)
+10
+```
+
+## 4.8 Комбинация аргументов.
+
+```py
+def func4(a,b=7,*kort7):
+    '''Кортеж - сборка аргументов - должен быть последним!'''
+    smm = 0
+    for elt in kort7:
+        smm += elt
+    return a*smm + b
+
+func4(-1,2,0,3,6)
+-7
+def func4(a,b=7,**dicc):
+    '''Словарь - сборка аргументов - должен быть последним!'''
+    smm = 0
+    smm = sum(dicc.values())
+    return a*smm + b
+
+func4(-1,2,x=3,y=4,z=5)
+-10
+```
+
+## 4.9 Изменение значений объектов, используемых в качестве аргументов функции.
+
+```py
+a = 90
+def func3(b):
+    b = 5*b + 67
+
+    
+func3(a)
+a
+90
+sps1 = [1,2,3,4]
+def dunc2(sps):
+    sps[1] = 99
+
+    
+dunc2(sps1)
+print(sps1)
+[1, 99, 3, 4]
+kort = (1,2,3,4)
+dunc(kort)
+Traceback (most recent call last):
+  File "<pyshell#198>", line 1, in <module>
+    dunc(kort)
+NameError: name 'dunc' is not defined. Did you mean: 'func'?
+```
+
+## 5. Специальные типы пользовательских функций.
+
+## 5.1 Анонимные функции.
+
+```py
+anfun1 = lambda: 1.5 + math.log10(17.23)
+anfun1()
+2.7362852774480286
+anfun2 = lambda a,b: a+math.log10(b)
+anfun2(17,234)
+19.369215857410143
+anfun3 = lambda a,b = 234: a+math.log10(b)
+anfun3(100)
+102.36921585741014
+```
+
+## 5.2 Функции генераторы.
+
+```py
+def func5(diap,shag):
+    '''Итератор, возвращающий значения
+    из диапазона от 1 до diap с шагом shag'''
+    for j in range(1,diap+1,shag):
+        yield j
+
+        
+for mm in func5(7,3):
+    print(mm)
+
+    
+1
+4
+7
+
+alp=func5(7,3)
+print(alp.__next__())
+1
+print(alp.__next__())
+4
+print(alp.__next__())
+7
+print(alp.__next__())
+Traceback (most recent call last):
+  File "<pyshell#12>", line 1, in <module>
+    print(alp.__next__())
+StopIteration
+```
+
+Функции - генераторы генерируют значения по одному, не храня всё в памяти.
+Генератор можно использовать только один раз - после прохождения всех значений он "опустошается" и больше не производит элементов.
+
+## 6. Локализация объектов в функциях.
+
+## 6.1 Локализация объектов.
+
+```py
+glb = 10
+def func7(arg):
+    locl = 15
+    glb = 8
+    return locl*arg
+
+res = func7(glb)
+res
+150
+glb
+10
+```
+
+Глобальное значение glb не изменилось.
+
+```
+def func8(arg):
+    locl=15
+    print(glb)
+    glb=8
+    return locl*arg
+
+res = func8(glb)
+Traceback (most recent call last):
+  File "<pyshell#30>", line 1, in <module>
+    res = func8(glb)
+  File "<pyshell#29>", line 3, in func8
+    print(glb)
+UnboundLocalError: cannot access local variable 'glb' where it is not associated with a value
+```
+
+Локальная переменная была инициализирована только после той строки, где функция её выводит.
+
+```py
+glb = 11
+def func7(arg):
+    locl = 15
+    global glb
+    print(glb)
+    glb = 8
+    return locl*arg
+
+res = func7(glb)
+11
+glb
+8
+```
+
+## 6.2 Выявление локализации объекта.
+
+```py
+globals().keys()
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+locals().keys()
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+```
+
+Различий нет, поскольку эти методы возвращают обхекты на уровне вызова этиъ функций.
+
+```py
+def func8(arg):
+    locl = 15
+    glb = 8
+    print(globals().keys())
+    print(locals().keys())
+    return locl*arg
+
+hh = func8(glb)
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+dict_keys(['arg', 'locl', 'glb'])
+def func8(arg):
+    locl = 15
+    glb = 8
+    print(globals().keys())
+    print(locals().keys())
+    return locl*arg
+
+hh = func8(glb)
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+dict_keys(['arg', 'locl', 'glb'])
+'glb' in globals().keys()
+True
+```
+
+## 6.3 Локализация при использовании вложенных функций.
+
+```py
+def func9(arg2,arg3):
+    def func9_1(arg1):
+        locl = 15
+        glbl = 8
+        print('glob_func9_1:',globals().keys())
+        print('locl_func9_1:',locals().keys())
+        return locl*arg1
+    locl = 5
+    glb = func9_1(locl)
+    print('loc_func9:',locals().keys())
+    print('glob_func9:',globals().keys())
+    return arg2+arg3*glb
+
+kk = func9(10,1)
+glob_func9_1: dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8', 'hh', 'func9', 'locl'])
+locl_func9_1: dict_keys(['arg1', 'locl', 'glbl'])
+loc_func9: dict_keys(['arg2', 'arg3', 'func9_1', 'locl', 'glb'])
+glob_func9: dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8', 'hh', 'func9', 'locl'])
+```
+
+## 6.4 
+
+``py
+znach = input('k1,T,k2,Xm,A,F,N=').split(',')
+k1,T,k2,Xm,A,F,N=4,2,8,6,9,0.5,1000
+k1=float(znach[0]) 
+T=float(znach[1])
+k2=float(znach[2])
+Xm=float(znach[3])
+A=float(znach[4])
+F=float(znach[5])
+N=int(znach[6])
+import math
+vhod=[]
+for i in range(N): 
+      vhod.append(A*math.sin((2*i*math.pi)/F)) 
+
+vhod
+[0.0, -9.797174393178826e-16, -1.959434878635765e-15, -2.9391523179536475e-15, -3.91886975727153e-15, -4.898587196589413e-15, -5.878304635907295e-15, -6.858022075225178e-15, -7.83773951454306e-15, -8.817456953860943e-15, -9.797174393178826e-15, -3.919860126290071e-14, -1.175660927181459e-14, 1.5685382719271533e-14, -1.3716044150450356e-14, -4.3117471020172244e-14, -1.567547902908612e-14, 1.1766512962000004e-14, -1.7634913907721887e-14, ...]
+```
+
+Создание функций, реализующих компоненты системы.
+
+```py
+def realdvig(xtt,kk1,TT,yti1,ytin1):
+    yp=kk1*xtt  #усилитель
+    yti1=yp+yti1  #Интегратор
+    ytin1=(yti1+TT*ytin1)/(TT+1)
+    return [yti1,ytin1]
+ 	    
+def tahogen(xtt,kk2,yti2):
+    yp=kk2*xtt   
+    yti2=yp+yti2 
+    return yti2
+	    
+def nechus(xtt,gran):
+    if xtt<gran and xtt>(-gran):
+        ytt=0
+    elif xtt>=gran:
+        ytt=xtt-gran
+    elif xtt<=(-gran):
+        ytt=xtt+gran
+    return ytt
+```
+
+Соединение компонент.
+
+```py
+yi1=0;yin1=0;yi2=0
+vyhod=[]
+for xt in vhod:
+    xt1=xt-yi2   #отрицательная обратная связь
+    [yi1,yin1]=realdvig(xt1,k1,T,yi1,yin1)
+    yi2=tahogen(yin1,k2,yi2)
+    yt=nechus(yin1,Xm)
+    vyhod.append(yt)
+ 
+print('y=',vyhod)
+y= [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1.0183086292055208, 0, 26.39885775889784, -36.65029553691161, -34.19982663883278, 196.29963397615063, -151.6919482160481, -388.32493988337274, 1057.8073200868555, -308.3186572590445, -2798.051869998873, 5004.749701095182, 1362.331454336744, ...] 
+```
\ No newline at end of file
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