def __mul__(self, other):
if other.isZero():
return other
elif self.isZero():
return self
elif isinstance(other, Constant):
const = Constant(self.calculate() * other.calculate())
return const
elif isinstance(other, Variable):
variable = Variable()
variable.coefficient = self.calculate() * other.coefficient
variable.value.extend(other.value)
variable.power.extend(other.power)
self = variable
return variable
elif isinstance(other, Expression):
if other.power == 1:
other.tokens[0] = self * other.tokens[0]
for i, var in enumerate(other.tokens):
if other.tokens[i-1].value == '+' or other.tokens[i-1].value == '-':
other.tokens[i] = self * var
else:
if isinstance(other.power, Constant) or isinstance(other.power, int) or isinstance(other.power, float):
self = self ** (-1 * other.power)
for i, var in enumerate(other.tokens):
if other.tokens[i - 1].value == '+' or other.tokens[i - 1].value == '-':
other.tokens[i] = self * var
else:
other.coefficient = self * other.coefficient
else:
other.coefficient = self.calculate() * other.coefficient
return other
def __sub__(self, other):
if isinstance(other, Constant):
self = self + Constant(-1, 1, 1) * other
return self
elif isinstance(other, Variable):
if self.value == 0:
other.coefficient *= -1
return other
expression = Expression()
expression.tokens = [self]
expression.tokens.extend([Minus(), other])
elif isinstance(other, Expression):
expression = Expression()
expression.tokens = [self]
if other.power == 1:
coeff = other.coefficient
for i, token in enumerate(other.tokens):
print(expression, " ", type(token), other.tokens[i-1])
if isinstance(token, Constant):
if other.tokens[i-1].value == '+' or i == 0:
expression.tokens[0] = Constant(self.calculate() - token.calculate()*coeff)
elif other.tokens[i-1].value == '-':
expression.tokens[0] = Constant(self.calculate() + token.calculate()*coeff)
elif isinstance(token, Variable):
if other.tokens[i-1].value == '+' or i == 0:
expression.tokens.extend([Minus(), Variable(token)])
elif other.tokens[i-1].value == '-':
expression.tokens.extend([Plus(), Variable(token)])
else:
expression.tokens.extend([Minus(), other])
self = expression
return expression
def integrateTokens(funclist, wrtVar):
"""Integrates given tokens wrt given variable
Arguments:
funclist {list} -- list of function tokens
wrtVar {string} -- with respect to variable
Returns:
intFunc {list} -- list of integrated tokens
animNew {list} -- equation tokens for step-by-step
commentsNew {list} -- comments for step-by-step
"""
intFunc = []
animNew = []
commentsNew = [
"Integrating with respect to " + r"$" + wrtVar + r"$" + "\n"
]
for func in funclist:
if isinstance(func, Operator): # add isfunctionOf
intFunc.append(func)
else:
newfunc = []
commentsNew[0] += r"$" + r"\int \ " + r"( " + func.__str__(
) + ")" + r" d" + wrtVar + r"$"
funcCopy = copy.deepcopy(func)
if wrtVar in funcCopy.functionOf():
if isinstance(funcCopy, Variable):
log = False
funcCopy, log = funcCopy.integrate(wrtVar)
if log:
commentsNew[0] += r"$" + r"= " + funcCopy[0].__str__(
) + r"*" + funcCopy[2].__str__() + r"\ ;\ " + r"$"
newfunc.extend(funcCopy)
else:
commentsNew[0] += r"$" + r"= " + funcCopy.__str__(
) + r"\ ;\ " + r"$"
newfunc.append(funcCopy)
elif isinstance(funcCopy, Trigonometric):
funcCopy = funcCopy.integrate(wrtVar)
newfunc.append(funcCopy)
commentsNew[0] += r"$" + r"= " + funcCopy.__str__(
) + r"\ ;\ " + r"$"
else:
if isinstance(funcCopy, Variable):
funcCopy.value.append(wrtVar)
funcCopy.power.append(1)
if isinstance(funcCopy, Constant):
coeff = funcCopy.value
funcCopy = Variable()
funcCopy.coefficient = coeff
funcCopy.value.append(wrtVar)
funcCopy.power.append(1)
newfunc.append(funcCopy)
commentsNew[0] += r"$" + r"= " + funcCopy.__str__(
) + r"\ ;\ " + r"$"
intFunc.extend(newfunc)
animNew.extend(intFunc)
return intFunc, animNew, commentsNew
def division_constantVariable(constant, variable, coeff):
variable1 = Variable()
variable1.coefficient = (evaluateConstant(
constant) / variable.coefficient) * coeff
variable1.value = []
variable1.power = []
for i, var in enumerate(variable):
variable1.value.append(var)
variable1.power.append(-variable.power[i])
return variable1
def factorizeTokens(tokens):
coeffs, var = getPolyCoeffs(tokens)
gcf, roots, polynomial = factor(coeffs)
if roots != []:
tokens = []
comment = "The real roots of the above polynomial are "
for root in roots:
comment += r"$" + str(root) + "\ ,\ " + r"$"
if gcf != 1:
tokens.append(Constant(float(gcf)))
tokens.append(Multiply())
for root in roots:
expression = Expression()
expression.tokens.append(Variable(1, var, 1))
if root > 0:
expression.tokens.append(Minus())
expression.tokens.append(Constant(float(root)))
elif root < 0:
expression.tokens.append(Plus())
expression.tokens.append(Constant(float(-root)))
tokens.append(expression)
tokens.append(Multiply())
if polynomial != [1]:
expression = Expression()
degree = len(polynomial) - 1
for i, coeff in enumerate(polynomial):
if i == degree:
if coeff > 0:
expression.tokens.append(Plus())
expression.tokens.append(Constant(float(coeff)))
elif coeff < 0:
expression.tokens.append(Minus())
expression.tokens.append(Constant(float(-coeff)))
elif coeff > 0:
expression.tokens.append(Plus())
expression.tokens.append(Variable(coeff, var, degree - i))
elif coeff < 0:
expression.tokens.append(Minus())
expression.tokens.append(Variable(-coeff, var, degree - i))
if isinstance(expression.tokens[0], Plus):
expression.tokens.pop(0)
tokens.append(expression)
else:
tokens.pop()
else:
comment = None
animation = [tokens]
comments = [comment]
return tokens, animation, comments
def multiplyVariables(variable1, variable2, coeff):
variable = Variable()
variable.value = []
variable.value.extend(variable1.value)
variable.power = []
variable.power.extend(variable1.power)
if isNumber(variable1.coefficient):
variable.coefficient = float(variable1.coefficient)
elif isinstance(variable1.coefficient, Function):
variable.coefficient = evaluateConstant(variable1.coefficient)
else:
variable.coefficient = variable1.coefficient
for j, var in enumerate(variable.value):
found = False
for k, var2 in enumerate(variable2.value):
if var == var2:
if isNumber(variable.power[j]) and isNumber(variable2.power[k]):
variable.power[j] += variable2.power[k]
found = True
break
if not found:
variable.value.append(variable2.value[j])
variable.power.append(variable2.power[j])
variable.coefficient *= variable2.coefficient
variable.coefficient *= coeff
# removeScopes.append(tokens[i].scope)
# removeScopes.append(tokens[i+1].scope)
return variable
def test_Variable():
variable1 = Variable(2, 'x', 3)
assert variable1.__str__() == "2{x}^{3}"
variable1.integrate('x')
assert variable1.__str__() == "0.5{x}^{4}"
# FIXME: Optimize integrate
"""
def multiplyVariableConstant(constant, variable, coeff):
variable1 = Variable()
variable1.value = []
variable1.value.extend(variable.value)
variable1.power = []
variable1.power.extend(variable.power)
if isNumber(variable.coefficient):
variable1.coefficient = float(variable.coefficient)
elif isinstance(variable.coefficient, Function):
variable1.coefficient = evaluateConstant(variable.coefficient)
else:
variable.coefficient = variable1.coefficient
variable1.coefficient *= evaluateConstant(constant)
variable1.coefficient *= coeff
# removeScopes.append(tokens[i].scope)
# removeScopes.append(tokens[i-1].scope)
return variable1
def expressionDivision(variables, tokens):
removeScopes = []
comments = []
for i, token in enumerate(tokens):
if isinstance(token, Binary):
if token.value in ['/']:
prev = False
nxt = False
if i != 0:
if tokens[i - 1].__class__ in [Variable, Constant]:
prev = True
if i + 1 < len(tokens):
if tokens[i + 1].__class__ in [Variable, Constant]:
nxt = True
if nxt and prev:
if isinstance(tokens[i + 1], Constant) and isinstance(tokens[i - 1], Constant):
comments.append("Dividing " + r"$" + tokens[i - 1].__str__() + r"$" + " by " + r"$" + tokens[i + 1].__str__() + r"$")
no_1 = False
no_2 = False
if isNumber(tokens[i - 1].value):
no_1 = True
if isNumber(tokens[i + 1].value):
no_2 = True
if no_1 and no_2:
tokens[i + 1].value = evaluateConstant(
tokens[i - 1]) / evaluateConstant(tokens[i + 1])
tokens[i + 1].power = 1
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i - 1].scope)
elif no_1 and not no_2:
value = tokens[i - 1].value
power = tokens[i - 1].power
tokens[i - 1].value = [value]
tokens[i - 1].power = [power]
for val in tokens[i + 1].value:
tokens[i - 1].value.append(val)
for pows in tokens[i + 1].power:
tokens[i - 1].power.append(-pows)
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
elif not no_1 and no_2:
tokens[i - 1].value.append(tokens[i + 1].value)
tokens[i - 1].power.append(-tokens[i + 1].power)
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
elif not no_1 and not no_2:
for vals in tokens[i + 1].value:
tokens[i - 1].value.append(vals)
for pows in tokens[i + 1].power:
tokens[i - 1].power.append(pows)
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
return variables, tokens, removeScopes, comments
elif isinstance(tokens[i + 1], Variable) and isinstance(tokens[i - 1], Variable):
comments.append("Dividing " + r"$" + tokens[i - 1].__str__() + r"$" + " by " + r"$" + tokens[i + 1].__str__() + r"$")
for j, var in enumerate(tokens[i + 1].value):
found = False
for k, var2 in enumerate(tokens[i - 1].value):
tokens[i-1].coefficient /= tokens[i+1].coefficient
if var == var2:
if isNumber(tokens[i + 1].power[j]) and isNumber(tokens[i - 1].power[k]):
tokens[i - 1].power[k] -= tokens[i + 1].power[j]
if tokens[i - 1].power[k] == 0:
del tokens[i - 1].power[k]
del tokens[i - 1].value[k]
found = True
break
if not found:
tokens[i - 1].value.append(tokens[i + 1].value[j])
tokens[i - 1].power.append(-tokens[i + 1].power[j])
if len(tokens[i - 1].value) == 0:
constant = Constant()
constant.scope = tokens[i - 1].scope
constant.power = 1
constant.value = tokens[i - 1].coefficient
tokens[i - 1] = constant
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
return variables, tokens, removeScopes, comments
elif (isinstance(tokens[i + 1], Variable) and isinstance(tokens[i - 1], Constant)):
comments.append("Dividing " + r"$" + tokens[i - 1].__str__() + r"$" + " by " + r"$" + tokens[i + 1].__str__() + r"$")
val = evaluateConstant(tokens[i - 1])
scope = tokens[i - 1].scope
tokens[i - 1] = Variable()
tokens[i - 1].value = tokens[i + 1].value
tokens[i - 1].coefficient = val / \
tokens[i + 1].coefficient
tokens[i - 1].power = []
tokens[i - 1].scope = scope
for pows in tokens[i + 1].power:
tokens[i - 1].power.append(-pows)
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
return variables, tokens, removeScopes, comments
elif (isinstance(tokens[i - 1], Variable) and isinstance(tokens[i + 1], Constant)):
comments.append("Dividing " + r"$" + tokens[i - 1].__str__() + r"$" + " by " + r"$" + tokens[i + 1].__str__() + r"$")
tokens[i - 1].coefficient /= evaluateConstant(tokens[i + 1])
removeScopes.append(tokens[i].scope)
removeScopes.append(tokens[i + 1].scope)
return variables, tokens, removeScopes, comments
return variables, tokens, removeScopes, comments
def test_Variable():
variable1 = Variable(2, 'x', 3)
assert variable1.__str__() == "2{x}^{3}"
variable1, _ = variable1.integrate('x')
assert variable1.__str__() == "0.5{x}^{4}"
constant = Constant(3)
variable = Variable(2, 'x', 3)
add = variable + constant
assert add.__str__() == "{(2{x}^{3}+{3})}"
variable1 = Variable(2, 'x', 3)
variable2 = Variable(4, 'x', 3)
add1 = variable1 + variable2
assert add1.__str__() == "6{x}^{3}"
variable1 = Variable(2, 'x', 3)
constant = Constant(3)
exp1 = Expression([variable1, Plus(), constant])
variable2 = Variable(4, 'x', 3)
add2 = variable2 + exp1
assert add2.__str__() == "{(6{x}^{3}+{3})}"
variable1 = Variable(2, 'x', 3)
constant = Constant(3)
exp1 = variable1 + constant
variable2 = Variable(4, 'x', 3)
add2 = variable2 - exp1
assert add2.__str__() == "{(2{x}^{3}-{3})}"
variable1 = Variable(2, 'x', 3)
constant = Constant(3)
exp1 = Expression([variable1, Plus(), constant])
variable2 = Variable(4, 'x', 3)
add2 = exp1 - variable2
assert add2.__str__() == "{(-2{x}^{3}+{3})}"
constant = Constant(3)
variable = Variable(2, 'x', 3)
add = variable - constant
assert add.__str__() == "{(2{x}^{3}-{3})}"
variable1 = Variable(2, 'x', 3)
variable2 = Variable(4, 'x', 3)
variable3 = Variable(2, 'x', 4)
variable4 = Variable(2, 'x', 3)
add1 = variable1 - variable2
add2 = variable3 - variable4
assert add1.__str__() == "-2{x}^{3}"
assert add2.__str__() == "{(2{x}^{4}-2{x}^{3})}"
constant = Constant(3)
variable = Variable(2, 'x', 3)
add = variable * constant
assert add.__str__() == "6{x}^{3}"
variable1 = Variable(2, 'x', 3)
variable2 = Variable(4, 'x', 3)
add2 = variable1 * variable2
assert add2.__str__() == "8{x}^{6}"
variable1 = Variable(2, 'x', 3)
variable2 = Variable(4, 'y', 3)
add2 = variable1 * variable2
assert add2.__str__() == "8{x}^{3}{y}^{3}"
variable1 = Variable(2, 'x', 3)
variable2 = Variable(4, 'y', 4)
add1 = variable1 / variable2
assert add1.__str__() == "0.5{x}^{3}{y}^{-4}"
variable1 = Variable(2, 'x', 3)
constant = Constant(3)
exp1 = variable1 - constant
variable2 = Variable(4, 'x', 3)
add2 = variable2 / exp1
assert add2.__str__() == "{(4.0{x}^{3}*{(2{x}^{3}-{3})}^{-1})}"
variable1 = Variable(2, 'x', 3)
constant = Constant(3)
exp1 = variable1 - constant
variable2 = Variable(4, 'x', 3)
add2 = variable2 * exp1
assert add2.__str__() == "{(8{x}^{6}-12{x}^{3})}"
variable1 = Variable(2, 'x', 3)
constant1 = Constant(3)
exp1 = variable1 - constant1
variable2 = Variable(4, 'x', 3)
constant2 = Constant(4)
exp2 = variable2 - constant2
add2 = exp1 * exp2
assert add2.__str__() == "{({(8{x}^{6}-8{x}^{3})}-{(12{x}^{3}-{12})})}"
variable2 = Variable(3, 'x', -1)
variable2, _ = variable2.integrate('x')
assert tokensToString(variable2) == '3 * log(x)'
def test_Constant():
# Tests for Calculus operations for Constant Class.
constant1 = Constant(10)
assert constant1.__str__() == "{10}"
constant1.differentiate()
assert constant1.value == 0
constant2 = Constant(5, 2)
constant2.integrate('x')
assert isinstance(constant2, Variable)
assert constant2.__str__() == "25{x}"
# Tests for Add/Sub operations (using Overloading) for Constant Class.
constant4 = Constant(2, 2)
constant5 = Constant(7)
constant3 = constant4 - constant5
assert constant3.__str__() == "{-3}"
constant4 = Constant(7, 2)
constant0 = Constant(5)
constant6 = constant4 - constant3 - constant5 + constant0
assert constant6.__str__() == "{50}"
constant0 = Constant(5, 2, 2)
constant2 = constant0
variable0 = Variable(5, 'X', 3)
summation0 = constant0 - variable0 + constant2
assert summation0.__str__() == "{({100}-5{X}^{3})}"
constant0 = Constant(5, 2, 2)
constant2 = constant0
variable0 = Variable(5, 'X', 3)
summation0 = constant0 + variable0 + constant2
assert summation0.__str__() == "{({100}+5{X}^{3})}"
var1 = Variable(3, 'x', 3)
const1 = Constant(5)
expr1 = Expression([var1, Minus(), const1])
constant2 = Constant(2, 2)
sub1 = constant2 - expr1
assert sub1.__str__() == "{({9}-3{x}^{3})}"
constant1 = Constant(2)
constant2 = Constant(7)
constant3 = constant1 + constant2
assert constant3.__str__() == "{9}"
constant1 = Constant(2)
constant2 = Constant(7)
constant3 = constant1 - constant2
assert constant3.__str__() == "{-5}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
summation = constant1 + variable1
assert summation.__str__() == "{({5}+5{x}^{3})}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
summation = constant1 - variable1
assert summation.__str__() == "{({5}-5{x}^{3})}"
# Tests for Add/Sub operations (using Overloading) for Constant Class.
constant0 = Constant(0, 2)
constant1 = Constant(5)
mul1 = constant0 * constant1
assert mul1.calculate() == 0
mul1 = constant1 * constant0
assert mul1.calculate() == 0
mul1 = constant1 * constant1 + constant0 * constant1 + constant0 * constant1
assert mul1.calculate() == 25
constant1 = Constant(5, 2)
constant2 = Constant(4, 2)
variable0 = Variable(3, 'X', 3)
mul3 = constant1 * (constant2 + variable0)
assert mul3.__str__() == "{({400}+75{X}^{3})}"
constant1 = Constant(5, 2)
constant2 = Constant(4, 2)
variable0 = Variable(3, 'X', 3)
mul3 = constant1 / (constant2 + variable0)
assert mul3.__str__() == "{25}*{({16}+3{X}^{3})}^{-1}"
constant1 = Constant(5)
constant2 = Constant(4)
div1 = constant1 / constant2
assert div1.__str__() == "{1.25}"
constant1 = Constant(3, 2)
constant2 = Constant(4, 2)
variable0 = Variable(3, 'X', 3)
mul3 = constant1 - constant1 / (constant2 / variable0 + constant1)
assert mul3.__str__(
) == "{({9}-{9}*{(5.333333333333333{X}^{-3}+{9})}^{-1})}"
constant1 = Constant(2, 2)
constant2 = Constant(2, 2)
mul3 = constant1**constant2
assert mul3.__str__() == "{256}"
constant1 = Constant(5)
constant2 = Constant(5)
summation = constant1 * constant2
assert summation.__str__() == "{25}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = constant2 + exp1
assert summation.__str__() == "{({15}+5{x}^{3})}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = constant2 - exp1
assert summation.__str__() == "{({5}-5{x}^{3})}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = exp1 - constant2
assert summation.__str__() == "{({-5}+5{x}^{3})}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
summation = constant1 * variable1
assert summation.__str__() == "25{x}^{3}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = constant2 * exp1
assert summation.__str__() == "{({50}+50{x}^{3})}"
constant1 = Constant(5)
constant2 = Constant(5)
summation = constant1 / constant2
assert summation.__str__() == "{1.0}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
summation = constant1 / variable1
assert summation.__str__() == "{x}^{-3}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = constant2 / exp1
assert summation.__str__() == "{10}*{({5}+5{x}^{3})}^{-1}"
constant1 = Constant(5)
variable1 = Variable(5, 'x', 3)
exp1 = Expression([constant1, Plus(), variable1])
constant2 = Constant(10)
summation = exp1 / constant2
assert summation.__str__() == "{({0.5}+0.5{x}^{3})}"
def getLevelVariables(tokens):
"""Returns tokens of Function class from a list of function tokens
Arguments:
tokens {list} -- list of function tokens
Returns:
variables {list} -- list of tokens of Function class(Variable/Constant)
"""
variables = []
for i, term in enumerate(tokens):
if isinstance(term, Variable):
skip = False
for var in variables:
if var.value == term.value and var.power[0] == term.power:
var.power.append(term.power)
var.scope.append(term.scope)
var.coefficient.append(term.coefficient)
if i != 0 and isinstance(tokens[i - 1], Binary):
var.before.append(tokens[i - 1].value)
var.beforeScope.append(tokens[i - 1].scope)
else:
var.before.append('')
var.beforeScope.append('')
if i + 1 < len(tokens) and isinstance(tokens[i + 1], Binary):
var.after.append(tokens[i + 1].value)
var.afterScope.append(tokens[i + 1].scope)
else:
var.after.append('')
var.afterScope.append('')
skip = True
break
if not skip:
variable = Variable()
variable.value = term.value
variable.scope = [term.scope]
variable.power = []
variable.coefficient = []
variable.before = []
variable.beforeScope = []
variable.after = []
variable.afterScope = []
variable.power.append(term.power)
variable.coefficient.append(term.coefficient)
if i != 0 and isinstance(tokens[i - 1], Binary):
variable.before.append(tokens[i - 1].value)
variable.beforeScope.append(tokens[i - 1].scope)
else:
variable.before.append('')
variable.beforeScope.append('')
if i + 1 < len(tokens) and isinstance(tokens[i + 1], Binary):
variable.after.append(tokens[i + 1].value)
variable.afterScope.append(tokens[i + 1].scope)
else:
variable.after.append('')
variable.afterScope.append('')
variables.append(variable)
elif isinstance(term, Constant):
skip = False
for var in variables:
if isinstance(var.value, list) and isNumber(var.value[0]):
if var.power[0] == term.power:
var.value.append(term.value)
var.power.append(term.power)
var.scope.append(term.scope)
if i != 0 and isinstance(tokens[i - 1], Binary):
var.before.append(tokens[i - 1].value)
var.beforeScope.append(tokens[i - 1].scope)
else:
var.before.append('')
var.beforeScope.append('')
if i + 1 < len(tokens) and isinstance(tokens[i + 1], Binary):
var.after.append(tokens[i + 1].value)
var.afterScope.append(tokens[i + 1].scope)
else:
var.after.append('')
var.afterScope.append('')
skip = True
break
if not skip:
variable = Constant()
variable.power = []
if isinstance(term.value, list):
variable.value = [evaluateConstant(term)]
variable.power.append(1)
else:
variable.value = [term.value]
variable.power.append(term.power)
variable.scope = [term.scope]
variable.before = []
variable.beforeScope = []
variable.after = []
variable.afterScope = []
if i != 0 and isinstance(tokens[i - 1], Binary):
variable.before.append(tokens[i - 1].value)
variable.beforeScope.append(tokens[i - 1].scope)
else:
variable.before.append('')
variable.beforeScope.append('')
if i + 1 < len(tokens) and isinstance(tokens[i + 1], Binary):
variable.after.append(tokens[i + 1].value)
variable.afterScope.append(tokens[i + 1].scope)
else:
variable.after.append('')
variable.afterScope.append('')
variables.append(variable)
elif isinstance(term, Expression):
var = getLevelVariables(term.tokens)
retType, val = extractExpression(var)
if retType == "expression":
variable = Expression()
variable.value = val
variable.tokens = term.tokens
variables.append(variable)
elif retType == "constant":
skip = False
for var in variables:
if isinstance(var.value, list) and isNumber(var.value[0]):
if var.power == val.power:
var.value.append(val.value)
var.power.append(val.power)
var.scope.append(val.scope)
var.before.append(val.before)
var.beforeScope.append(val.beforeScope)
var.after.append(val.after)
var.afterScope.append(val.afterScope)
skip = True
break
if not skip:
var = Constant()
var.value = [val.value]
var.power = [val.power]
var.scope = [val.scope]
var.before = [val.before]
var.beforeScope = [val.beforeScope]
var.after = []
var.afterScope = ['']
variables.append(var)
elif retType == "variable":
skip = False
for var in variables:
if var.value == val.value:
var.power.append(val.power)
var.before.append('')
var.beforeScope.append('')
var.after.append('')
var.afterScope.append('')
var.coefficient.append(val.coefficient)
var.scope.append(val.scope)
skip = True
break
if not skip:
var = Constant()
var.coefficient = [val.coefficient]
var.value = val.value
var.power = [val.power]
var.scope = [val.scope]
var.before = ['']
var.beforeScope = ['']
var.after = ['']
var.afterScope = ['']
variables.append(var)
elif retType == "mixed":
for v in val:
if isinstance(v, Variable):
skip = False
for var in variables:
if var.value == v.value:
var.power.extend(v.power)
var.before.extend(v.before)
var.beforeScope.extend(v.beforeScope)
var.after.extend(v.after)
var.afterScope.extend(v.afterScope)
var.coefficient.extend(v.coefficient)
var.scope.extend(v.scope)
skip = True
break
if not skip:
var = Constant()
var.coefficient = [v.coefficient]
var.value = v.value
var.power = [v.power]
var.scope = [v.scope]
var.before = [v.before]
var.beforeScope = [v.beforeScope]
var.after = [v.after]
var.afterScope = [v.afterScope]
variables.append(var)
elif isinstance(v, Constant):
for var in variables:
if isinstance(var.value, list) and isNumber(var.value[0]):
if var.power == v.power:
var.value.extend(v.value)
var.power.extend(v.power)
var.before.extend(v.before)
var.beforeScope.extend(
v.beforeScope)
var.after.extend(v.after)
var.afterScope.extend(v.afterScope)
var.coefficient.extend(v.coefficient)
var.scope.extend(v.scope)
skip = True
break
if not skip:
var = Constant()
var.coefficient = [v.coefficient]
var.value = [v.value]
var.power = [v.power]
var.scope = [v.scope]
var.before = [v.before]
var.beforeScope = [v.beforeScope]
var.after = [v.after]
var.afterScope = [v.afterScope]
variables.append(var)
elif isinstance(v, Expression):
variables.append(v)
return variables
def integrateTokens(funclist, wrtVar):
"""Integrates given tokens wrt given variable
Arguments:
funclist {list} -- list of funtion tokens
wrtVar {string} -- with respect to variable
Returns:
intFunc {list} -- list of integrated tokens
animNew {list} -- equation tokens for step-by-step
commentsNew {list} -- comments for step-by-step
"""
intFunc = []
animNew = []
commentsNew = [
"Integrating with respect to " + r"$" + wrtVar + r"$" + "\n"
]
for func in funclist:
if isinstance(func, Operator): # add isFuntionOf
intFunc.append(func)
else:
newfunc = []
while (isinstance(func, Function)):
commentsNew[0] += r"$" + "\int \ " + "( " + func.__str__(
) + ")" + " d" + wrtVar + r"$"
funcCopy = copy.deepcopy(func)
if wrtVar in funcCopy.functionOf():
if not isinstance(funcCopy, Constant):
for i, var in enumerate(funcCopy.value):
log = False
if var == wrtVar:
if (funcCopy.power[i] == -1):
log = True
funcLog = Logarithm()
funcLog.operand = Variable()
funcLog.operand.coefficient = 1
funcLog.operand.value.append(
funcCopy.value[i])
funcLog.operand.power.append(1)
del funcCopy.power[i]
del funcCopy.value[i]
if funcCopy.value == []:
funcCopy.__class__ = Constant
funcCopy.value = funcCopy.coefficient
funcCopy.coefficient = 1
funcCopy.power = 1
funcCopy = [funcCopy]
funcJoin = Binary()
funcJoin.value = '*'
funcCopy.append(funcJoin)
funcCopy.append(funcLog)
else:
funcCopy.power[i] += 1
funcCopy.coefficient /= funcCopy.power[i]
if log:
commentsNew[0] += r"$" + "= " + funcCopy[0].__str__(
) + "*" + funcCopy[2].__str__() + "\ ;\ " + r"$"
newfunc.extend(funcCopy)
else:
commentsNew[0] += r"$" + "= " + funcCopy.__str__(
) + "\ ;\ " + r"$"
newfunc.append(funcCopy)
else:
if isinstance(funcCopy, Variable):
funcCopy.value.append(wrtVar)
funcCopy.power.append(1)
if isinstance(funcCopy, Constant):
coeff = funcCopy.value
funcCopy = Variable()
funcCopy.coefficient = coeff
funcCopy.value.append(wrtVar)
funcCopy.power.append(1)
newfunc.append(funcCopy)
commentsNew[0] += r"$" + "= " + funcCopy.__str__(
) + "\ ;\ " + r"$"
if func.operand is None:
break
else:
func = func.operand
if isinstance(func, Constant):
intFunc = Zero()
break
intFunc.extend(newfunc)
animNew.extend(intFunc)
return intFunc, animNew, commentsNew
def cubicRoots(lTokens, rTokens):
'''Used to get roots of a cubic equation
This functions also translates roots {list} into final result of solution
Argument:
lTokens {list} -- list of LHS tokens
rTokens {list} -- list of RHS tokens
Returns:
lTokens {list} -- list of LHS tokens
rTokens {list} -- list of RHS tokens
{empty list}
token_string {string} -- final result stored in a string
animation {list} -- list of equation solving process
comments {list} -- list of comments in equation solving process
'''
from visma.solvers.polynomial.roots import getCoefficients
animations = []
comments = []
lTokens, rTokens, _, token_string, animNew1, commentNew1 = simplifyEquation(
lTokens, rTokens)
animations.extend(animNew1)
comments.extend(commentNew1)
if len(rTokens) > 0:
lTokens, rTokens = moveRTokensToLTokens(lTokens, rTokens)
coeffs = getCoefficients(lTokens, rTokens, 3)
var = getVariables(lTokens)
roots, animNew2, commentNew2 = getRootsCubic(coeffs)
animations.extend(animNew2)
comments.extend(commentNew2)
tokens1 = []
expression1 = Expression(coefficient=1, power=3)
variable = Variable(1, var[0], 1)
tokens1.append(variable)
if roots[0][1] == 0:
binary = Binary()
if roots[0][0] < 0:
roots[0][0] *= -1
binary.value = '+'
else:
binary.value = '-'
tokens1.append(binary)
constant = Constant(round(roots[0][0], ROUNDOFF), 1)
tokens1.append(constant)
expression1.tokens = tokens1
lTokens = [expression1, Binary('*')]
if len(roots) > 1:
expression1.power = 1
for _, root in enumerate(roots[1:]):
tokens2 = []
expression2 = Expression(coefficient=1, power=1)
variable = Variable(1, var[0], 1)
tokens2.append(variable)
binary = Binary()
if root[1] == 0:
if root[0] < 0:
root[0] *= -1
binary.value = '+'
else:
binary.value = '-'
tokens2.append(binary)
constant = Constant(round(root[0], ROUNDOFF), 1)
tokens2.append(constant)
else:
binary.value = '-'
tokens2.append(binary)
expressionResult = Expression(coefficient=1, power=1)
tokensResult = []
real = Constant(round(root[0], ROUNDOFF), 1)
tokensResult.append(real)
imaginary = Constant(round(root[1], ROUNDOFF), 1)
if imaginary.value < 0:
tokensResult.append(Minus())
imaginary.value = abs(imaginary.value)
tokensResult.append(imaginary)
else:
tokensResult.extend([Plus(), imaginary])
sqrt = Sqrt(Constant(2, 1), Constant(-1, 1))
tokensResult.append(Binary('*'))
tokensResult.append(sqrt)
expressionResult.tokens = tokensResult
tokens2.append(expressionResult)
expression2.tokens = tokens2
lTokens.extend([expression2, Binary('*')])
lTokens.pop()
rTokens = [Zero()]
tokenToStringBuilder = copy.deepcopy(lTokens)
tokLen = len(lTokens)
equalTo = Binary()
equalTo.scope = [tokLen]
equalTo.value = '='
tokenToStringBuilder.append(equalTo)
tokenToStringBuilder.extend(rTokens)
token_string = tokensToString(tokenToStringBuilder)
animations.append(copy.deepcopy(tokenToStringBuilder))
comments.append([])
return lTokens, rTokens, [], token_string, animations, comments
def quadraticRoots(lTokens, rTokens):
'''Used to get quadratic roots of an equation
Argument:
lTokens {list} -- list of LHS tokens
rTokens {list} -- list of RHS tokens
Returns:
lTokens {list} -- list of LHS tokens
rTokens {list} -- list of RHS tokens
{empty list}
token_string {string} -- final result stored in a string
animation {list} -- list of equation solving process
comments {list} -- list of comments in equation solving process
'''
from visma.solvers.polynomial.roots import getCoefficients
animations = []
comments = []
lTokens, rTokens, _, token_string, animNew1, commentNew1 = simplifyEquation(lTokens, rTokens)
animations.extend(animNew1)
comments.extend(commentNew1)
if len(rTokens) > 0:
lTokens, rTokens = moveRTokensToLTokens(lTokens, rTokens)
coeffs = getCoefficients(lTokens, rTokens, 2)
var = getVariables(lTokens)
roots, animNew2, commentNew2 = getRootsQuadratic(coeffs)
animations.extend(animNew2)
comments.extend(commentNew2)
if len(roots) == 1:
tokens = []
expression = Expression(coefficient=1, power=2)
variable = Variable(1, var[0], 1)
tokens.append(variable)
binary = Binary()
if roots[0] < 0:
roots[0] *= -1
binary.value = '+'
else:
binary.value = '-'
tokens.append(binary)
constant = Constant(round(roots[0], ROUNDOFF), 1)
tokens.append(constant)
expression.tokens = tokens
lTokens = [expression]
elif len(roots) == 2:
tokens = []
expression = Expression(coefficient=1, power=1)
variable = Variable(1, var[0], 1)
tokens.append(variable)
binary = Binary()
if roots[0] < 0:
roots[0] *= -1
binary.value = '+'
else:
binary.value = '-'
tokens.append(binary)
constant = Constant(round(roots[0], ROUNDOFF), 1)
tokens.append(constant)
expression.tokens = tokens
tokens2 = []
expression2 = Expression(coefficient=1, power=1)
tokens2.append(variable)
binary2 = Binary()
if roots[1] < 0:
roots[1] *= -1
binary2.value = '+'
else:
binary2.value = '-'
tokens2.append(binary2)
constant2 = Constant(round(roots[1], ROUNDOFF), 1)
tokens2.append(constant2)
expression2.tokens = tokens2
binary3 = Binary()
binary3.value = '*'
lTokens = [expression, binary3, expression2]
elif len(roots) == 3:
binary4 = Binary()
if roots[0] < 0:
roots[0] *= -1
binary4.value = '+'
else:
binary4.value = '-'
constant3 = Constant(round(roots[0], ROUNDOFF), 1)
binary5 = Binary()
binary5.value = '*'
constant2 = Constant(round(roots[2], ROUNDOFF), 1)
tokens = []
expression = Expression(coefficient=1, power=1)
variable = Variable(1, var[0], 1)
tokens.extend([variable, binary4, constant3])
binary = Binary()
binary.value = '+'
tokens.extend([binary, constant2, binary5])
constant = Constant(round(roots[1], ROUNDOFF), 1)
sqrt = Sqrt(Constant(2, 1), constant)
tokens.append(sqrt)
expression.tokens = tokens
tokens2 = []
expression2 = Expression(coefficient=1, power=1)
variable2 = Variable(1, var[0], 1)
tokens2.extend([variable2, binary4, constant3])
binary2 = Binary()
binary2.value = '-'
tokens2.extend([binary2, constant2, binary5, sqrt])
expression2.tokens = tokens2
binary3 = Binary()
binary3.value = '*'
lTokens = [expression, binary3, expression2]
zero = Zero()
rTokens = [zero]
comments.append([])
tokenToStringBuilder = copy.deepcopy(lTokens)
tokLen = len(lTokens)
equalTo = Binary()
equalTo.scope = [tokLen]
equalTo.value = '='
tokenToStringBuilder.append(equalTo)
tokenToStringBuilder.extend(rTokens)
animations.append(copy.deepcopy(tokenToStringBuilder))
token_string = tokensToString(tokenToStringBuilder)
return lTokens, rTokens, [], token_string, animations, comments
