From 8d662c9e35c2ad353e27ec5f494365d92706d85b Mon Sep 17 00:00:00 2001
From: MamakinYR <MamakinYR@mpei.ru>
Date: Sun, 28 Sep 2025 02:51:50 +0300
Subject: [PATCH] report:created report

---
 TEMA4/Ris1.png    | Bin 0 -> 20051 bytes
 TEMA4/Ris2.png    | Bin 0 -> 15503 bytes
 TEMA4/Ris3.png    | Bin 0 -> 10184 bytes
 TEMA4/Ris4.png    | Bin 0 -> 6612 bytes
 TEMA4/Ris_1.1.png | Bin 0 -> 26210 bytes
 TEMA4/protocol.py | 287 ++++++++++++++++++++++++++++++++++++++++++++++
 TEMA4/report.md   | 281 +++++++++++++++++++++++++++++++++++++++++++++
 TEMA4/task.md     |  32 ++++++
 8 files changed, 600 insertions(+)
 create mode 100644 TEMA4/Ris1.png
 create mode 100644 TEMA4/Ris2.png
 create mode 100644 TEMA4/Ris3.png
 create mode 100644 TEMA4/Ris4.png
 create mode 100644 TEMA4/Ris_1.1.png
 create mode 100644 TEMA4/protocol.py
 create mode 100644 TEMA4/report.md
 create mode 100644 TEMA4/task.md

diff --git a/TEMA4/Ris1.png b/TEMA4/Ris1.png
new file mode 100644
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HcmV?d00001

diff --git a/TEMA4/protocol.py b/TEMA4/protocol.py
new file mode 100644
index 0000000..43d670d
--- /dev/null
+++ b/TEMA4/protocol.py
@@ -0,0 +1,287 @@
+import os
+os.chdir(r'C:\Users\uprkt\Desktop\ПО\python-labs\TEMA4')
+help round
+SyntaxError: invalid syntax
+help(round)
+Help on built-in function round in module builtins:
+
+round(number, ndigits=None)
+    Round a number to a given precision in decimal digits.
+
+    The return value is an integer if ndigits is omitted or None.  Otherwise
+    the return value has the same type as the number.  ndigits may be negative.
+
+round(123,456,1)
+Traceback (most recent call last):
+  File "<pyshell#4>", line 1, in <module>
+    round(123,456,1)
+TypeError: round() takes at most 2 arguments (3 given)
+round(123.456,1)
+123.5
+round(123.456,0)
+123.0
+round(123.456)
+123
+gg=range(76, 123, 9)
+type(gg)
+<class 'range'>
+list(gg)
+[76, 85, 94, 103, 112, 121]
+range(23)
+range(0, 23)
+qq = ['Мамакин','Савин','Симанков','Киреев']
+ff=zip(gg,qq)
+tuple(ff)
+((76, 'Мамакин'), (85, 'Савин'), (94, 'Симанков'), (103, 'Киреев'))
+ff[1]
+Traceback (most recent call last):
+  File "<pyshell#15>", line 1, in <module>
+    ff[1]
+TypeError: 'zip' object is not subscriptable
+fff=float(input('коэффициент усиления='))
+коэффициент усиления=54
+dan=eval('5*fff-156')
+dan
+114.0
+exec(input('введите инструкции:'))
+введите инструкции:perem=-123.456;gg=round(abs(perem)+98,3)
+gg
+221.456
+list(map(len, qq))
+[7, 5, 8, 6]
+divmod(64,5)
+(12, 4)
+import math
+dir(math)
+['__doc__', '__loader__', '__name__', '__package__', '__spec__', 'acos', 'acosh', 'asin', 'asinh', 'atan', 'atan2', 'atanh', 'cbrt', 'ceil', 'comb', 'copysign', 'cos', 'cosh', 'degrees', 'dist', 'e', 'erf', 'erfc', 'exp', 'exp2', 'expm1', 'fabs', 'factorial', 'floor', 'fma', 'fmod', 'frexp', 'fsum', 'gamma', 'gcd', 'hypot', 'inf', 'isclose', 'isfinite', 'isinf', 'isnan', 'isqrt', 'lcm', 'ldexp', 'lgamma', 'log', 'log10', 'log1p', 'log2', 'modf', 'nan', 'nextafter', 'perm', 'pi', 'pow', 'prod', 'radians', 'remainder', 'sin', 'sinh', 'sqrt', 'sumprod', 'tan', 'tanh', 'tau', 'trunc', 'ulp']
+help(math.factorial)
+Help on built-in function factorial in module math:
+
+factorial(n, /)
+    Find n!.
+
+math.factorial(5)
+120
+math.degrees(math.acos(math.sin(math.pi)))
+90.0
+math.sin(2*math.pi / 7 + math.exp(0.23))
+0.8334902641414562
+import cmath
+dir(cmath)
+['__doc__', '__loader__', '__name__', '__package__', '__spec__', 'acos', 'acosh', 'asin', 'asinh', 'atan', 'atanh', 'cos', 'cosh', 'e', 'exp', 'inf', 'infj', 'isclose', 'isfinite', 'isinf', 'isnan', 'log', 'log10', 'nan', 'nanj', 'phase', 'pi', 'polar', 'rect', 'sin', 'sinh', 'sqrt', 'tan', 'tanh', 'tau']
+cmath.sqrt(1.2-0.5j)
+(1.118033988749895-0.22360679774997896j)
+cmath.phase(1-0.5j)
+-0.4636476090008061
+import random
+dir(random)
+['BPF', 'LOG4', 'NV_MAGICCONST', 'RECIP_BPF', 'Random', 'SG_MAGICCONST', 'SystemRandom', 'TWOPI', '_ONE', '_Sequence', '__all__', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__spec__', '_accumulate', '_acos', '_bisect', '_ceil', '_cos', '_e', '_exp', '_fabs', '_floor', '_index', '_inst', '_isfinite', '_lgamma', '_log', '_log2', '_os', '_parse_args', '_pi', '_random', '_repeat', '_sha512', '_sin', '_sqrt', '_test', '_test_generator', '_urandom', 'betavariate', 'binomialvariate', 'choice', 'choices', 'expovariate', 'gammavariate', 'gauss', 'getrandbits', 'getstate', 'lognormvariate', 'main', 'normalvariate', 'paretovariate', 'randbytes', 'randint', 'random', 'randrange', 'sample', 'seed', 'setstate', 'shuffle', 'triangular', 'uniform', 'vonmisesvariate', 'weibullvariate']
+help(random.seed())
+Help on NoneType object:
+
+class NoneType(object)
+ |  The type of the None singleton.
+ |
+ |  Methods defined here:
+ |
+ |  __bool__(self, /)
+ |      True if self else False
+ |
+ |  __eq__(self, value, /)
+ |      Return self==value.
+ |
+ |  __ge__(self, value, /)
+ |      Return self>=value.
+ |
+ |  __gt__(self, value, /)
+ |      Return self>value.
+ |
+ |  __hash__(self, /)
+ |      Return hash(self).
+ |
+ |  __le__(self, value, /)
+ |      Return self<=value.
+ |
+ |  __lt__(self, value, /)
+ |      Return self<value.
+ |
+ |  __ne__(self, value, /)
+ |      Return self!=value.
+ |
+ |  __repr__(self, /)
+ |      Return repr(self).
+ |
+ |  ----------------------------------------------------------------------
+ |  Static methods defined here:
+ |
+ |  __new__(*args, **kwargs)
+ |      Create and return a new object.  See help(type) for accurate signature.
+
+random.seed()
+random.random()
+0.6216104315561441
+random.uniform()
+Traceback (most recent call last):
+  File "<pyshell#38>", line 1, in <module>
+    random.uniform()
+TypeError: Random.uniform() missing 2 required positional arguments: 'a' and 'b'
+random.uniform(0,1)
+0.15558476742451
+random.randint()
+Traceback (most recent call last):
+  File "<pyshell#40>", line 1, in <module>
+    random.randint()
+TypeError: Random.randint() missing 2 required positional arguments: 'a' and 'b'
+random.randint(0,100)
+65
+random.gauss()
+-1.2490453714301064
+random.choice([1,2,3,4,5])
+5
+random.shuffle([1,2,3,4,5])
+sp = [1,2,3,4,5,6,7,8,9]
+random.shuffle(sp)
+sp
+[8, 2, 5, 9, 6, 7, 1, 3, 4]
+random.sample(sp, 3)
+[6, 1, 7]
+random.betavariate()
+Traceback (most recent call last):
+  File "<pyshell#49>", line 1, in <module>
+    random.betavariate()
+TypeError: Random.betavariate() missing 2 required positional arguments: 'alpha' and 'beta'
+random.betavariate(0.5, 0.5)
+0.21196520335129634
+random.gammavariate(0.5, 0.5)
+0.18678325471924362
+sp1 = [random.random(), random.gauss(), random.betavariate(0.5,0.5), random.gammavariate(0.5, 0.5)]
+sp1
+[0.09352103273802048, 0.41529631729753796, 0.5372987697985309, 0.08540638796369146]
+import time
+dir(time)
+['_STRUCT_TM_ITEMS', '__doc__', '__loader__', '__name__', '__package__', '__spec__', 'altzone', 'asctime', 'ctime', 'daylight', 'get_clock_info', 'gmtime', 'localtime', 'mktime', 'monotonic', 'monotonic_ns', 'perf_counter', 'perf_counter_ns', 'process_time', 'process_time_ns', 'sleep', 'strftime', 'strptime', 'struct_time', 'thread_time', 'thread_time_ns', 'time', 'time_ns', 'timezone', 'tzname']
+c1=time.time()
+c2=time.time()-c1
+c2
+13.89244294166565
+dat = time.gmtime()
+dat.tm_mon()
+Traceback (most recent call last):
+  File "<pyshell#60>", line 1, in <module>
+    dat.tm_mon()
+TypeError: 'int' object is not callable
+dat.tm_mon
+9
+dat1 = time.localtime()
+dat1.tm_day
+Traceback (most recent call last):
+  File "<pyshell#63>", line 1, in <module>
+    dat1.tm_day
+AttributeError: 'time.struct_time' object has no attribute 'tm_day'. Did you mean: 'tm_mday'?
+dit1.tm_mday
+Traceback (most recent call last):
+  File "<pyshell#64>", line 1, in <module>
+    dit1.tm_mday
+NameError: name 'dit1' is not defined. Did you mean: 'dat1'?
+dat1.tm_mday
+28
+time.asctime(dat)
+'Sat Sep 27 21:23:38 2025'
+time.ctime(564783)
+'Wed Jan  7 15:53:03 1970'
+time.mktime(dat1)
+1759008378.0
+time.localtime(c1)
+time.struct_time(tm_year=2025, tm_mon=9, tm_mday=28, tm_hour=0, tm_min=22, tm_sec=49, tm_wday=6, tm_yday=271, tm_isdst=0)
+import pylab
+Traceback (most recent call last):
+  File "<pyshell#70>", line 1, in <module>
+    import pylab
+ModuleNotFoundError: No module named 'pylab'
+import sys
+sys.path.append('C:\Users\uprkt\AppData\Local\Programs\Python\Python313\\lib\\site-packages')
+SyntaxError: (unicode error) 'unicodeescape' codec can't decode bytes in position 2-3: truncated \UXXXXXXXX escape
+sys.path.append(‘C:\Users\uprkt\AppData\Local\Programs\Python\Python313\\lib\\site-packages’)
+SyntaxError: invalid character '‘' (U+2018)
+sys.path.append(r‘C:\Users\uprkt\AppData\Local\Programs\Python\Python313\\lib\\site-packages’)
+SyntaxError: invalid character '‘' (U+2018)
+sys.path.append(r'C:\Users\uprkt\AppData\Local\Programs\Python\Python313\\lib\\site-packages')
+import pylab
+Traceback (most recent call last):
+  File "<pyshell#76>", line 1, in <module>
+    import pylab
+ModuleNotFoundError: No module named 'pylab'
+import pylab
+x=list(range(-3,55,4))
+t=list(range(15))
+pylab.plot(t,x)
+[<matplotlib.lines.Line2D object at 0x0000020CE16E6850>]
+pylab.title('Первый график')
+Text(0.5, 1.0, 'Первый график')
+pylab.xlabel('время')
+Text(0.5, 0, 'время')
+pylab.ylabel('сигнал')
+Text(0, 0.5, 'сигнал')
+pylab.show()
+X1=[12,6,8,10,7]
+X2=[5,7,9,11,13]
+pylab.plot(X1)
+[<matplotlib.lines.Line2D object at 0x0000020CE37DB110>]
+pylab.plot(X2)
+[<matplotlib.lines.Line2D object at 0x0000020CE37DB250>]
+pylab.show()
+region=['Центр','Урал','Сибирь','Юг']
+naselen=[65,12,23,17]
+pylab.pie(naselen,labels=region)
+([<matplotlib.patches.Wedge object at 0x0000020CE16C9940>, <matplotlib.patches.Wedge object at 0x0000020CE1EBCB90>, <matplotlib.patches.Wedge object at 0x0000020CE1EBCF50>, <matplotlib.patches.Wedge object at 0x0000020CE1EBD1D0>], [Text(-0.191013134139045, 1.0832885038559115, 'Центр'), Text(-0.861328292412156, -0.6841882582231001, 'Урал'), Text(0.04429273995539947, -1.0991078896938387, 'Сибирь'), Text(0.9873750693480946, -0.48486129194837324, 'Юг')])
+pylab.show()
+pylab.hist(X1)
+(array([1., 1., 0., 1., 0., 0., 1., 0., 0., 1.]), array([ 6. ,  6.6,  7.2,  7.8,  8.4,  9. ,  9.6, 10.2, 10.8, 11.4, 12. ]), <BarContainer object of 10 artists>)
+pylab.show()
+pylab.hist(X1, 4)
+(array([2., 1., 1., 1.]), array([ 6. ,  7.5,  9. , 10.5, 12. ]), <BarContainer object of 4 artists>)
+pylab.show()
+pylab.bar(X1, X2)
+<BarContainer object of 5 artists>
+pylab.show()
+import statistics as st
+dir(st)
+['Counter', 'Decimal', 'Fraction', 'LinearRegression', 'NormalDist', 'StatisticsError', '_SQRT2', '__all__', '__annotations__', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__spec__', '_coerce', '_convert', '_decimal_sqrt_of_frac', '_exact_ratio', '_fail_neg', '_float_sqrt_of_frac', '_integer_sqrt_of_frac_rto', '_isfinite', '_kernel_invcdfs', '_mean_stdev', '_newton_raphson', '_normal_dist_inv_cdf', '_quartic_invcdf', '_quartic_invcdf_estimate', '_random', '_rank', '_sqrt_bit_width', '_sqrtprod', '_ss', '_sum', '_triweight_invcdf', '_triweight_invcdf_estimate', 'acos', 'asin', 'atan', 'bisect_left', 'bisect_right', 'correlation', 'cos', 'cosh', 'count', 'covariance', 'defaultdict', 'erf', 'exp', 'fabs', 'fmean', 'fsum', 'geometric_mean', 'groupby', 'harmonic_mean', 'hypot', 'isfinite', 'isinf', 'itemgetter', 'kde', 'kde_random', 'linear_regression', 'log', 'math', 'mean', 'median', 'median_grouped', 'median_high', 'median_low', 'mode', 'multimode', 'namedtuple', 'numbers', 'pi', 'pstdev', 'pvariance', 'quantiles', 'random', 'reduce', 'repeat', 'sin', 'sqrt', 'stdev', 'sumprod', 'sys', 'tan', 'tau', 'variance']
+st.mean(X1)
+8.6
+st.median(X2)
+9
+st.linear_regression(X1, X2)
+LinearRegression(slope=-0.5172413793103449, intercept=13.448275862068964)
+divmod((round(cmath.phase(0.2+0,8j), 2))*20, 3)
+Traceback (most recent call last):
+  File "<pyshell#105>", line 1, in <module>
+    divmod((round(cmath.phase(0.2+0,8j), 2))*20, 3)
+TypeError: cmath.phase() takes exactly one argument (2 given)
+divmod((round(cmath.phase(0.2+0.8j), 2))*20, 3)
+(8.0, 2.6000000000000014)
+round(cmath.phase(0.2+0.8j), 2)
+1.33
+(round(cmath.phase(0.2+0.8j), 2))*20
+26.6
+divmod((round(cmath.phase(0.2+0.8j), 2))*20, 3)
+(8.0, 2.6000000000000014)
+divmod(((round(cmath.phase(0.2+0.8j), 2))*20), 3)
+(8.0, 2.6000000000000014)
+tt = time.localtime()
+tt.tm_hour + ':' + tt.tm_min
+Traceback (most recent call last):
+  File "<pyshell#112>", line 1, in <module>
+    tt.tm_hour + ':' + tt.tm_min
+TypeError: unsupported operand type(s) for +: 'int' and 'str'
+str(tt.tm_hour) + ':' + str(tt.tm_min)
+'2:34'
+dni = ['Понедельник','Вторник','Среда','Пятница','Четверг','Суббота','Воскресенье']
+random.sample(dni, 3)
+['Суббота', 'Пятница', 'Понедельник']
+random.choice(range(14, 32, 3))
+26
+random.sample(['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z'], round(random.gauss(15,4)))
+['s', 'b', 'h', 'j', 'm', 'p', 'i', 'd', 'x', 'r', 'y']
+(time.time() - time.mktime(tt))/60
+14.89702452023824
diff --git a/TEMA4/report.md b/TEMA4/report.md
new file mode 100644
index 0000000..f718191
--- /dev/null
+++ b/TEMA4/report.md
@@ -0,0 +1,281 @@
+# Отчет по теме 4
+
+Мамакин Ярослав, А-02-23
+
+## 1 Начало работы
+
+Запустил среду IDLE, установил рабочую папку.
+
+## 2 Стандартные функции из модуля builtins.
+
+## 2.1 Функция округления
+
+```py
+>>>help(round)
+Help on built-in function round in module builtins:
+
+round(number, ndigits=None)
+    Round a number to a given precision in decimal digits.
+
+    The return value is an integer if ndigits is omitted or None.  Otherwise
+    the return value has the same type as the number.  ndigits may be negative.
+>>>round(123.456,1)
+123.5
+>>>round(123.456,0)
+123.0
+>>>round(123.456)
+123
+```
+В первых двух случаях тип float, во втором - int.
+
+## 2.2 Функция создания последовательности
+
+```py
+>>>gg=range(76, 123, 9)
+>>>type(gg)
+<class 'range'>
+>>>list(gg)
+[76, 85, 94, 103, 112, 121]
+>>>range(23) # последовательность целых чисел от 0 до 22 включительно с шагом 1
+range(0, 23)
+```
+
+## 2.3 Функция zip
+
+```py
+>>>qq = ['Мамакин','Савин','Симанков','Киреев']
+>>>ff=zip(gg,qq)
+>>>tuple(ff)
+((76, 'Мамакин'), (85, 'Савин'), (94, 'Симанков'), (103, 'Киреев'))
+>>>ff[1]
+Traceback (most recent call last):
+  File "<pyshell#15>", line 1, in <module>
+    ff[1]
+TypeError: 'zip' object is not subscriptable
+```
+К объекту zip с указанием индекса обращаться нельзя.
+
+## 2.4 Функция eval
+
+```py
+>>>fff=float(input('коэффициент усиления='))
+коэффициент усиления=54
+>>>dan=eval('5*fff-156')
+>>>dan
+114.0
+```
+
+## 2.5 Функция exec
+
+```py
+>>>exec(input('введите инструкции:'))
+введите инструкции:perem=-123.456;gg=round(abs(perem)+98,3)
+>>>gg
+221.456
+```
+
+## 2.6 Другие встроенные функции
+
+```py
+list(map(len, qq))
+[7, 5, 8, 6] # Длины фамилий из списка qq
+divmod(64,5)
+(12, 4) # Кортеж с частным и остатком при делении 64 на 5
+```
+
+## 3 Модуль math
+
+```py
+>>>import math
+>>>dir(math)
+['__doc__', '__loader__', '__name__', '__package__', '__spec__', 'acos', 'acosh', 'asin', 'asinh', 'atan', 'atan2', 'atanh', 'cbrt', 'ceil', 'comb', 'copysign', 'cos', 'cosh', 'degrees', 'dist', 'e', 'erf', 'erfc', 'exp', 'exp2', 'expm1', 'fabs', 'factorial', 'floor', 'fma', 'fmod', 'frexp', 'fsum', 'gamma', 'gcd', 'hypot', 'inf', 'isclose', 'isfinite', 'isinf', 'isnan', 'isqrt', 'lcm', 'ldexp', 'lgamma', 'log', 'log10', 'log1p', 'log2', 'modf', 'nan', 'nextafter', 'perm', 'pi', 'pow', 'prod', 'radians', 'remainder', 'sin', 'sinh', 'sqrt', 'sumprod', 'tan', 'tanh', 'tau', 'trunc', 'ulp']
+>>>help(math.factorial)
+Help on built-in function factorial in module math:
+
+factorial(n, /)
+    Find n!.
+
+>>>math.factorial(5)
+120
+>>>math.degrees(math.acos(math.sin(math.pi)))
+90.0
+>>>math.sin(2*math.pi / 7 + math.exp(0.23))
+0.8334902641414562
+```
+
+## 4 Модуль cmath
+
+```py
+import cmath
+dir(cmath)
+['__doc__', '__loader__', '__name__', '__package__', '__spec__', 'acos', 'acosh', 'asin', 'asinh', 'atan', 'atanh', 'cos', 'cosh', 'e', 'exp', 'inf', 'infj', 'isclose', 'isfinite', 'isinf', 'isnan', 'log', 'log10', 'nan', 'nanj', 'phase', 'pi', 'polar', 'rect', 'sin', 'sinh', 'sqrt', 'tan', 'tanh', 'tau']
+cmath.sqrt(1.2-0.5j)
+(1.118033988749895-0.22360679774997896j)
+cmath.phase(1-0.5j)
+-0.4636476090008061
+```
+
+## 5 Модуль random
+
+```py
+>>>import random
+>>>dir(random)
+['BPF', 'LOG4', 'NV_MAGICCONST', 'RECIP_BPF', 'Random', 'SG_MAGICCONST', 'SystemRandom', 'TWOPI', '_ONE', '_Sequence', '__all__', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__spec__', '_accumulate', '_acos', '_bisect', '_ceil', '_cos', '_e', '_exp', '_fabs', '_floor', '_index', '_inst', '_isfinite', '_lgamma', '_log', '_log2', '_os', '_parse_args', '_pi', '_random', '_repeat', '_sha512', '_sin', '_sqrt', '_test', '_test_generator', '_urandom', 'betavariate', 'binomialvariate', 'choice', 'choices', 'expovariate', 'gammavariate', 'gauss', 'getrandbits', 'getstate', 'lognormvariate', 'main', 'normalvariate', 'paretovariate', 'randbytes', 'randint', 'random', 'randrange', 'sample', 'seed', 'setstate', 'shuffle', 'triangular', 'uniform', 'vonmisesvariate', 'weibullvariate']
+>>>help(random.seed())
+Help on NoneType object:
+
+class NoneType(object)
+ |  The type of the None singleton.
+ |
+ |  Methods defined here:
+ |
+ |  __bool__(self, /)
+ |      True if self else False
+ |
+ |  __eq__(self, value, /)
+ |      Return self==value.
+ |
+ |  __ge__(self, value, /)
+ |      Return self>=value.
+ |
+ |  __gt__(self, value, /)
+ |      Return self>value.
+ |
+ |  __hash__(self, /)
+ |      Return hash(self).
+ |
+ |  __le__(self, value, /)
+ |      Return self<=value.
+ |
+ |  __lt__(self, value, /)
+ |      Return self<value.
+ |
+ |  __ne__(self, value, /)
+ |      Return self!=value.
+ |
+ |  __repr__(self, /)
+ |      Return repr(self).
+ |
+ |  ----------------------------------------------------------------------
+ |  Static methods defined here:
+ |
+ |  __new__(*args, **kwargs)
+ |      Create and return a new object.  See help(type) for accurate signature.
+
+>>>random.seed()
+>>>random.random()
+0.6216104315561441
+>>>random.uniform(0,1)
+0.15558476742451
+>>>random.randint(0,100)
+65
+>>>random.gauss()
+-1.2490453714301064
+>>>random.choice([1,2,3,4,5])
+5
+>>>sp = [1,2,3,4,5,6,7,8,9]
+>>>random.shuffle(sp)
+>>>sp
+[8, 2, 5, 9, 6, 7, 1, 3, 4]
+>>>random.sample(sp, 3)
+[6, 1, 7]
+>>>random.betavariate(0.5, 0.5)
+0.21196520335129634
+>>>random.gammavariate(0.5, 0.5)
+0.18678325471924362
+>>>sp1 = [random.random(), random.gauss(), random.betavariate(0.5,0.5), random.gammavariate(0.5, 0.5)]
+>>>sp1
+[0.09352103273802048, 0.41529631729753796, 0.5372987697985309, 0.08540638796369146]
+```
+
+## 6 Модуль time
+
+```py
+>>>import time
+>>>dir(time)
+['_STRUCT_TM_ITEMS', '__doc__', '__loader__', '__name__', '__package__', '__spec__', 'altzone', 'asctime', 'ctime', 'daylight', 'get_clock_info', 'gmtime', 'localtime', 'mktime', 'monotonic', 'monotonic_ns', 'perf_counter', 'perf_counter_ns', 'process_time', 'process_time_ns', 'sleep', 'strftime', 'strptime', 'struct_time', 'thread_time', 'thread_time_ns', 'time', 'time_ns', 'timezone', 'tzname']
+>>>c1=time.time()
+>>>c2=time.time()-c1
+>>>c2
+13.89244294166565
+>>>dat = time.gmtime()
+>>>dat.tm_mon
+9
+>>>dat1 = time.localtime()
+>>>dat1.tm_mday
+28
+>>>time.asctime(dat)
+'Sat Sep 27 21:23:38 2025'
+>>>time.ctime(564783)
+'Wed Jan  7 15:53:03 1970'
+>>>time.mktime(dat1)
+1759008378.0
+>>>time.localtime(c1)
+time.struct_time(tm_year=2025, tm_mon=9, tm_mday=28, tm_hour=0, tm_min=22, tm_sec=49, tm_wday=6, tm_yday=271, tm_isdst=0)
+```
+
+## 7 Модуль pylab
+
+```py
+import pylab
+x=list(range(-3,55,4))
+t=list(range(15))
+pylab.plot(t,x)
+[<matplotlib.lines.Line2D object at 0x0000020CE16E6850>]
+pylab.title('Первый график')
+Text(0.5, 1.0, 'Первый график')
+pylab.xlabel('время')
+Text(0.5, 0, 'время')
+pylab.ylabel('сигнал')
+Text(0, 0.5, 'сигнал')
+pylab.show()
+```
+![Полученный график](Ris1.png)
+
+```py
+X1=[12,6,8,10,7]
+X2=[5,7,9,11,13]
+pylab.plot(X1)
+[<matplotlib.lines.Line2D object at 0x0000020CE37DB110>]
+pylab.plot(X2)
+[<matplotlib.lines.Line2D object at 0x0000020CE37DB250>]
+pylab.show()
+```
+![Совмещенные графики](Ris1.1.png)
+
+```py
+region=['Центр','Урал','Сибирь','Юг']
+naselen=[65,12,23,17]
+pylab.pie(naselen,labels=region)
+([<matplotlib.patches.Wedge object at 0x0000020CE16C9940>, <matplotlib.patches.Wedge object at 0x0000020CE1EBCB90>, <matplotlib.patches.Wedge object at 0x0000020CE1EBCF50>, <matplotlib.patches.Wedge object at 0x0000020CE1EBD1D0>], [Text(-0.191013134139045, 1.0832885038559115, 'Центр'), Text(-0.861328292412156, -0.6841882582231001, 'Урал'), Text(0.04429273995539947, -1.0991078896938387, 'Сибирь'), Text(0.9873750693480946, -0.48486129194837324, 'Юг')])
+pylab.show()
+```
+![Круговая диаграмма](Ris2.png)
+
+```py
+pylab.hist(X1, 4)
+(array([2., 1., 1., 1.]), array([ 6. ,  7.5,  9. , 10.5, 12. ]), <BarContainer object of 4 artists>)
+pylab.show()
+```
+![Гисторамма](Ris3.png)
+
+```py
+pylab.bar(X1, X2)
+<BarContainer object of 5 artists>
+pylab.show()
+```
+![Столбцовая диаграмма](Ris4.png)
+
+## 8 Модуль statistics
+
+```py
+import statistics as st
+dir(st)
+['Counter', 'Decimal', 'Fraction', 'LinearRegression', 'NormalDist', 'StatisticsError', '_SQRT2', '__all__', '__annotations__', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__spec__', '_coerce', '_convert', '_decimal_sqrt_of_frac', '_exact_ratio', '_fail_neg', '_float_sqrt_of_frac', '_integer_sqrt_of_frac_rto', '_isfinite', '_kernel_invcdfs', '_mean_stdev', '_newton_raphson', '_normal_dist_inv_cdf', '_quartic_invcdf', '_quartic_invcdf_estimate', '_random', '_rank', '_sqrt_bit_width', '_sqrtprod', '_ss', '_sum', '_triweight_invcdf', '_triweight_invcdf_estimate', 'acos', 'asin', 'atan', 'bisect_left', 'bisect_right', 'correlation', 'cos', 'cosh', 'count', 'covariance', 'defaultdict', 'erf', 'exp', 'fabs', 'fmean', 'fsum', 'geometric_mean', 'groupby', 'harmonic_mean', 'hypot', 'isfinite', 'isinf', 'itemgetter', 'kde', 'kde_random', 'linear_regression', 'log', 'math', 'mean', 'median', 'median_grouped', 'median_high', 'median_low', 'mode', 'multimode', 'namedtuple', 'numbers', 'pi', 'pstdev', 'pvariance', 'quantiles', 'random', 'reduce', 'repeat', 'sin', 'sqrt', 'stdev', 'sumprod', 'sys', 'tan', 'tau', 'variance']
+st.mean(X1) # вычисление среднего
+8.6
+st.median(X2) # вычисление медианы
+9
+st.linear_regression(X1, X2) # построение простой линейной регрессионной модели
+LinearRegression(slope=-0.5172413793103449, intercept=13.448275862068964)
+```
diff --git a/TEMA4/task.md b/TEMA4/task.md
new file mode 100644
index 0000000..3bdfad7
--- /dev/null
+++ b/TEMA4/task.md
@@ -0,0 +1,32 @@
+# Общее контрольное задание по теме 4
+
+Мамакин Ярослав, А-02-23
+
+## Задание
+
+Реализовать, записать в текстовый файл и проанализировать результаты последовательности ин-струкций, выполняющих следующие действия:
+•	Напишите и исполните единое выражение, реализующее последовательное выполнение следу-ющих операций: вычисление фазы комплексного числа 0.2+0.8j, округление результата до двух знаков после запятой, умножение полученного значения на 20, получение кортежа из двух зна-чений: округленное вниз значение от деления результата на 3 и остатка от этого деления. 
+•	Создайте объект класса struct_time с временными параметрами для текущего московского времени. Создайте строку с текущим часом и минутами.
+•	Создайте список с элементами – названиями дней недели. Сделайте случайную выборку из это-го списка с тремя днями недели. 
+•	Напишите инструкцию случайного выбора числа из последовательности целых чисел от 14 до 32 с шагом 3.
+•	Сгенерируйте нормально распределенное число N с математическим ожиданием 15 и стандарт-ным отклонением 4 и округлите его до целого значения. Создайте список с N элементами – случайно выбранными буквами латинского алфавита.
+•	Напишите инструкцию для определения временного интервала в минутах, прошедшего с мо-мента предыдущего (из п.2) определения временных параметров.
+
+# Решение
+
+```py
+divmod(((round(cmath.phase(0.2+0.8j), 2))*20), 3)
+(8.0, 2.6000000000000014)
+tt = time.localtime()
+str(tt.tm_hour) + ':' + str(tt.tm_min)
+'2:34'
+dni = ['Понедельник','Вторник','Среда','Пятница','Четверг','Суббота','Воскресенье']
+random.sample(dni, 3)
+['Суббота', 'Пятница', 'Понедельник']
+random.choice(range(14, 32, 3))
+26
+random.sample(['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z'], round(random.gauss(15,4)))
+['s', 'b', 'h', 'j', 'm', 'p', 'i', 'd', 'x', 'r', 'y']
+(time.time() - time.mktime(tt))/60
+14.89702452023824
+```
\ No newline at end of file