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deriv.py
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import math
import random
import sys
class Node:
def __init__(self):
self._deriv = None
pass
def __add__(self, other):
return NodeAdd(self, other)
def __radd__(self, other):
return NodeAdd(other, self)
def __sub__(self, other):
return NodeSub(self, other)
def __rsub__(self, other):
return NodeSub(other, self)
def __mul__(self, other):
return NodeMul(self, other)
def __rmul__(self, other):
return NodeMul(other, self)
def __truediv__(self, other):
return NodeDiv(self, other)
def __rtruediv__(self, other):
return NodeDiv(other, self)
def __pow__(self, other):
return NodePow(self, other)
def __rpow__(self, other):
return NodePow(other, self)
def __neg__(self):
return NodeNeg(self)
def get_deriv(self):
if self._deriv is None:
self._deriv = self._compute_deriv()
return self._deriv
class NodeNumber(Node):
def __init__(self, a):
Node.__init__(self)
self._a = float(a)
pass
def __str__(self):
if self._a == e:
return "e"
if self._a == pi:
return "pi"
return str(self._a)
def __float__(self):
return self._a
def _compute_deriv(self):
return NodeNumber(0)
def simplify(self):
return self
class NodeX(Node):
def __init__(self):
Node.__init__(self)
pass
def __str__(self):
return "x"
def _compute_deriv(self):
return NodeNumber(1)
def simplify(self):
return self
class NodeAdd(Node):
def __init__(self, a, b):
Node.__init__(self)
self._a = a
self._b = b
pass
def __str__(self):
return "(%s)+(%s)" % (str(self._a), str(self._b))
def _compute_deriv(self):
return self._a.get_deriv() + self._b.get_deriv()
def simplify(self):
a = self._a.simplify()
b = self._b.simplify()
if type(a) == NodeNumber and type(b) == NodeNumber:
return NodeNumber(float(a) + float(b))
if type(a) == NodeNumber and float(a) == 0.0:
return b
if type(b) == NodeNumber and float(b) == 0.0:
return a
return a + b
class NodeSub(Node):
def __init__(self, a, b):
Node.__init__(self)
self._a = a
self._b = b
pass
def __str__(self):
return "(%s)-(%s)" % (str(self._a), str(self._b))
def _compute_deriv(self):
return self._a.get_deriv() - self._b.get_deriv()
def simplify(self):
a = self._a.simplify()
b = self._b.simplify()
if type(a) == NodeNumber and type(b) == NodeNumber:
return NodeNumber(float(a) - float(b))
if type(a) == NodeNumber and float(a) == 0.0:
return -b
if type(b) == NodeNumber and float(b) == 0.0:
return a
return a - b
class NodeMul(Node):
def __init__(self, a, b):
Node.__init__(self)
self._a = a
self._b = b
pass
def __str__(self):
return "(%s)*(%s)" % (str(self._a), str(self._b))
def _compute_deriv(self):
return self._a.get_deriv()*self._b + self._a*self._b.get_deriv()
def simplify(self):
a = self._a.simplify()
b = self._b.simplify()
if type(b) == NodeNumber:
a, b = b, a
if type(a) == NodeNumber and type(b) == NodeNumber:
return NodeNumber(float(a) * float(b))
if type(a) == NodeNumber and float(a) == 0.0:
return NodeNumber(0)
if type(a) == NodeNumber and float(a) == 1.0:
return b
if type(a) == NodeNumber and float(a) == -1.0:
return -b
return a * b
class NodeDiv(Node):
def __init__(self, a, b):
Node.__init__(self)
self._a = a
self._b = b
pass
def __str__(self):
return "(%s)/(%s)" % (str(self._a), str(self._b))
def _compute_deriv(self):
return (self._a.get_deriv()*self._b - self._a*self._b.get_deriv()) / (self._b ** NodeNumber(2))
def simplify(self):
a = self._a.simplify()
b = self._b.simplify()
if type(a) == NodeNumber and type(b) == NodeNumber:
return NodeNumber(float(a) / float(b))
if type(a) == NodeNumber and float(a) == 0.0:
return NodeNumber(0)
if type(b) == NodeNumber and float(b) == 1.0:
return a
if type(b) == NodeNumber and float(b) == -1.0:
return -a
return a / b
class NodeNeg(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "-(%s)" % (str(self._a), )
def _compute_deriv(self):
return -self._a.get_deriv()
def simplify(self):
a = self._a.simplify()
if type(a) == NodeNumber:
return NodeNumber(-float(a))
if type(a) == NodeNeg:
return a._a
return -a
class NodePow(Node):
def __init__(self, a, b):
Node.__init__(self)
self._a = a
self._b = b
pass
def __str__(self):
return "(%s)**(%s)" % (str(self._a), str(self._b))
def _compute_deriv(self):
if type(self._b) == NodeNumber:
return self._b * (self._a ** NodeNumber(float(self._b) - 1)) * self._a.get_deriv()
p = NodeLn(self._a) * self._b
return (self._a ** self._b) * p.get_deriv()
def simplify(self):
a = self._a.simplify()
b = self._b.simplify()
if type(a) == NodeNumber and type(b) == NodeNumber:
return NodeNumber(float(a) ** float(b))
if type(b) == NodeNumber and float(b) == 0.0:
return NodeNumber(1.0)
if type(b) == NodeNumber and float(b) == 1.0:
return a
if type(a) == NodeNumber and float(a) == 0.0:
return a
if type(a) == NodeNumber and float(a) == 1.0:
return a
return a ** b
class NodeLn(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "ln(%s)" % (str(self._a), )
def _compute_deriv(self):
return self._a.get_deriv() / self._a
def simplify(self):
a = self._a.simplify()
if type(a) == NodeNumber and float(a) == e:
return NodeNumber(1)
if type(a) == NodeNumber and float(a) == 1.0:
return NodeNumber(0)
return ln(a)
class NodeSin(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "sin(%s)" % (str(self._a), )
def _compute_deriv(self):
return NodeCos(self._a) * self._a.get_deriv()
def simplify(self):
a = self._a.simplify()
return sin(a)
class NodeCos(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "cos(%s)" % (str(self._a), )
def _compute_deriv(self):
return -NodeSin(self._a) * self._a.get_deriv()
def simplify(self):
a = self._a.simplify()
return cos(a)
class NodeTg(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "tg(%s)" % (str(self._a), )
def _compute_deriv(self):
return self._a.get_deriv() / (NodeCos(self._a) ** NodeNumber(2))
def simplify(self):
a = self._a.simplify()
return tg(a)
class NodeCtg(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "ctg(%s)" % (str(self._a), )
def _compute_deriv(self):
return -self._a.get_deriv() / (NodeSin(self._a) ** NodeNumber(2))
def simplify(self):
a = self._a.simplify()
return ctg(a)
class NodeArcsin(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "arcsin(%s)" % (str(self._a), )
def _compute_deriv(self):
return self._a.get_deriv() / ((NodeNumber(1) - self._a ** NodeNumber(2)) ** NodeNumber(0.5))
def simplify(self):
a = self._a.simplify()
return arcsin(a)
class NodeArccos(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "arccos(%s)" % (str(self._a), )
def _compute_deriv(self):
return -self._a.get_deriv() / ((NodeNumber(1) - self._a ** NodeNumber(2)) ** NodeNumber(0.5))
def simplify(self):
a = self._a.simplify()
return arccos(a)
class NodeArctg(Node):
def __init__(self, a):
Node.__init__(self)
self._a = a
pass
def __str__(self):
return "arctg(%s)" % (str(self._a), )
def _compute_deriv(self):
return self._a.get_deriv() / (NodeNumber(1) + self._a ** NodeNumber(2))
def simplify(self):
a = self._a.simplify()
return arctg(a)
def ln(a):
if type(a) in (float, int):
return math.log(a)
return NodeLn(a)
def sin(a):
if type(a) in (float, int):
return math.sin(a)
return NodeSin(a)
def cos(a):
if type(a) in (float, int):
return math.cos(a)
return NodeCos(a)
def tg(a):
if type(a) in (float, int):
return math.tan(a)
return NodeTg(a)
def ctg(a):
if type(a) in (float, int):
return math.cos(a) / math.sin(a)
return NodeCtg(a)
def arcsin(a):
if type(a) in (float, int):
return math.asin(a)
return NodeArcsin(a)
def arccos(a):
if type(a) in (float, int):
return math.acos(a)
return NodeArccos(a)
def arctg(a):
if type(a) in (float, int):
return math.atan(a)
return NodeArctg(a)
e = math.e
pi = math.pi
x = NodeX()
def nodify_numbers(t):
if type(t) in (float, int):
return NodeNumber(t)
if type(t) == NodeNumber:
return t
if "_a" in t.__dict__:
t._a = nodify_numbers(t._a)
if "_b" in t.__dict__:
t._b = nodify_numbers(t._b)
return t
def build_tree(s):
t = eval(s)
return nodify_numbers(t)
def evaluate(t, x):
return eval(str(t))
fin = open("deriv.in", "r")
fout = open("deriv.out", "w")
for s in fin.readlines():
s = s.strip()
if s == "":
continue
expr = build_tree(s)
deriv = expr.get_deriv()
deriv = deriv.simplify()
print(deriv, file=fout)
fin.close()
fout.close()