symbolic math: add <symbolicresponse> type; improve error handling in
symmath library; add options for matrices, qubit to symmath_check
This commit is contained in:
@@ -30,7 +30,7 @@ from lxml import etree
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import requests
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from copy import deepcopy
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print "[lib.sympy_check.formula] Warning: Dark code. Needs review before enabling in prod."
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print "[lib.symmath.formula] Warning: Dark code. Needs review before enabling in prod."
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os.environ['PYTHONIOENCODING'] = 'utf-8'
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@@ -143,11 +143,12 @@ class formula(object):
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Representation of a mathematical formula object. Accepts mathml math expression for constructing,
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and can produce sympy translation. The formula may or may not include an assignment (=).
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'''
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def __init__(self,expr,asciimath=''):
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def __init__(self,expr,asciimath='',options=None):
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self.expr = expr.strip()
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self.asciimath = asciimath
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self.the_cmathml = None
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self.the_sympy = None
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self.options = options
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def is_presentation_mathml(self):
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return '<mstyle' in self.expr
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@@ -249,7 +250,8 @@ class formula(object):
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def make_sympy(self,xml=None):
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'''
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Return sympy expression for the math formula
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Return sympy expression for the math formula.
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The math formula is converted to Content MathML then that is parsed.
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'''
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if self.the_sympy: return self.the_sympy
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@@ -258,7 +260,11 @@ class formula(object):
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if not self.is_mathml():
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return my_sympify(self.expr)
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if self.is_presentation_mathml():
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xml = etree.fromstring(str(self.cmathml))
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try:
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cmml = self.cmathml
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xml = etree.fromstring(str(cmml))
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except Exception,err:
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raise Exception,'Err %s while converting cmathml to xml; cmml=%s' % (err,cmml)
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xml = self.fix_greek_in_mathml(xml)
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self.the_sympy = self.make_sympy(xml[0])
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else:
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@@ -277,7 +283,7 @@ class formula(object):
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# print "divide: arg0=%s, arg1=%s" % (args[0],args[1])
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return sympy.Mul(args[0],sympy.Pow(args[1],-1))
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def op_plus(*args): return sum(args)
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def op_plus(*args): return args[0] if len(args)==1 else op_plus(*args[:-1])+args[-1]
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def op_times(*args): return reduce(operator.mul,args)
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def op_minus(*args):
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@@ -317,7 +323,7 @@ class formula(object):
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elif tag=='msup': return '^'.join([parsePresentationMathMLSymbol(y) for y in xml])
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raise Exception,'[parsePresentationMathMLSymbol] unknown tag %s' % tag
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# parser tree for content MathML
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# parser tree for Content MathML
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tag = gettag(xml)
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print "tag = ",tag
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@@ -328,7 +334,13 @@ class formula(object):
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if opstr in opdict:
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op = opdict[opstr]
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args = [ self.make_sympy(x) for x in xml[1:]]
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return op(*args)
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try:
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res = op(*args)
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except Exception,err:
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self.args = args
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self.op = op
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raise Exception,'[formula] error=%s failed to apply %s to args=%s' % (err,opstr,args)
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return res
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else:
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raise Exception,'[formula]: unknown operator tag %s' % (opstr)
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@@ -351,7 +363,7 @@ class formula(object):
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return float(xml.text)
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elif tag=='ci': # variable (symbol)
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if len(xml)>0 and (gettag(xml[0])=='msub' or gettag(xml[0])=='msup'):
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if len(xml)>0 and (gettag(xml[0])=='msub' or gettag(xml[0])=='msup'): # subscript or superscript
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usym = parsePresentationMathMLSymbol(xml[0])
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sym = sympy.Symbol(str(usym))
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else:
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@@ -359,7 +371,11 @@ class formula(object):
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if 'hat' in usym:
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sym = my_sympify(usym)
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else:
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sym = sympy.Symbol(str(usym))
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if usym=='i': print "options=",self.options
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if usym=='i' and 'imaginary' in self.options: # i = sqrt(-1)
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sym = sympy.I
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else:
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sym = sympy.Symbol(str(usym))
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return sym
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else: # unknown tag
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@@ -462,3 +478,78 @@ def test4():
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</math>
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'''
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return formula(xmlstr)
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def test5(): # sum of two matrices
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xmlstr = u'''
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<math xmlns="http://www.w3.org/1998/Math/MathML">
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<mstyle displaystyle="true">
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<mrow>
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<mi>cos</mi>
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<mrow>
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<mo>(</mo>
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<mi>θ</mi>
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<mo>)</mo>
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</mrow>
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</mrow>
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<mo>⋅</mo>
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<mrow>
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<mo>[</mo>
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<mtable>
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<mtr>
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<mtd>
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<mn>1</mn>
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</mtd>
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<mtd>
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<mn>0</mn>
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</mtd>
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</mtr>
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<mtr>
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<mtd>
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<mn>0</mn>
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</mtd>
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<mtd>
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<mn>1</mn>
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</mtd>
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</mtr>
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</mtable>
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<mo>]</mo>
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</mrow>
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<mo>+</mo>
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<mrow>
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<mo>[</mo>
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<mtable>
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<mtr>
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<mtd>
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<mn>0</mn>
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</mtd>
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<mtd>
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<mn>1</mn>
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</mtd>
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</mtr>
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<mtr>
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<mtd>
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<mn>1</mn>
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</mtd>
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<mtd>
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<mn>0</mn>
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</mtd>
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</mtr>
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</mtable>
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<mo>]</mo>
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</mrow>
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</mstyle>
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</math>
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'''
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return formula(xmlstr)
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def test6(): # imaginary numbers
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xmlstr = u'''
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<math xmlns="http://www.w3.org/1998/Math/MathML">
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<mstyle displaystyle="true">
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<mn>1</mn>
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<mo>+</mo>
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<mi>i</mi>
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</mstyle>
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</math>
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'''
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return formula(xmlstr,options='imaginaryi')
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@@ -137,7 +137,7 @@ def check(expect,given,numerical=False,matrix=False,normphase=False,abcsym=False
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#
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# This is one of the main entry points to call.
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def symmath_check(expect,ans,adict={},abname=''):
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def symmath_check(expect,ans,dynamath=None,options=None,debug=None):
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'''
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Check a symbolic mathematical expression using sympy.
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The input may be presentation MathML. Uses formula.
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@@ -148,22 +148,27 @@ def symmath_check(expect,ans,adict={},abname=''):
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# msg += '<p/>adict=%s' % (repr(adict).replace('<','<'))
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threshold = 1.0e-3
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DEBUG = True
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DEBUG = debug
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# options
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do_matrix = 'matrix' in (options or '')
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do_qubit = 'qubit' in (options or '')
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do_imaginary = 'imaginary' in (options or '')
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# parse expected answer
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try:
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fexpect = my_sympify(str(expect))
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fexpect = my_sympify(str(expect),matrix=do_matrix,do_qubit=do_qubit)
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except Exception,err:
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msg += '<p>Error %s in parsing OUR expected answer "%s"</p>' % (err,expect)
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return {'ok':False,'msg':msg}
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# if expected answer is a number, try parsing provided answer as a number also
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try:
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fans = my_sympify(str(ans))
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fans = my_sympify(str(ans),matrix=do_matrix,do_qubit=do_qubit)
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except Exception,err:
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fans = None
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if fexpect.is_number and fans and fans.is_number:
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if hasattr(fexpect,'is_number') and fexpect.is_number and fans and hasattr(fans,'is_number') and fans.is_number:
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if abs(abs(fans-fexpect)/fexpect)<threshold:
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return {'ok':True,'msg':msg}
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else:
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@@ -175,10 +180,12 @@ def symmath_check(expect,ans,adict={},abname=''):
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return {'ok':True,'msg':msg}
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# convert mathml answer to formula
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mmlbox = abname+'_fromjs'
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if mmlbox in adict:
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mmlans = adict[mmlbox]
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f = formula(mmlans)
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try:
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if dynamath:
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mmlans = dynamath[0]
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except Exception,err:
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return {'ok':False,'msg':'[symmath_check] failed to get MathML for input; dynamath=%s' % dynamath}
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f = formula(mmlans,options=options)
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# get sympy representation of the formula
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# if DEBUG: msg += '<p/> mmlans=%s' % repr(mmlans).replace('<','<')
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@@ -186,13 +193,20 @@ def symmath_check(expect,ans,adict={},abname=''):
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fsym = f.sympy
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msg += '<p>You entered: %s</p>' % to_latex(f.sympy)
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except Exception,err:
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msg += "<p>Error %s in converting to sympy</p>" % str(err).replace('<','<')
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if DEBUG: msg += "<p><pre>%s</pre></p>" % traceback.format_exc()
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msg += "<p>Error %s in evaluating your expression '%s' as a valid equation</p>" % (str(err).replace('<','<'),
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ans)
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if DEBUG:
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msg += '<hr>'
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msg += '<p><font color="blue">DEBUG messages:</p>'
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msg += "<p><pre>%s</pre></p>" % traceback.format_exc()
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msg += '<p>cmathml=<pre>%s</pre></p>' % f.cmathml.replace('<','<')
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msg += '<p>pmathml=<pre>%s</pre></p>' % mmlans.replace('<','<')
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msg += '<hr>'
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return {'ok':False,'msg':msg}
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# compare with expected
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if fexpect.is_number:
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if fsym.is_number:
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if hasattr(fexpect,'is_number') and fexpect.is_number:
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if hasattr(fsym,'is_number') and fsym.is_number:
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if abs(abs(fsym-fexpect)/fexpect)<threshold:
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return {'ok':True,'msg':msg}
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return {'ok':False,'msg':msg}
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@@ -225,12 +239,15 @@ def symmath_check(expect,ans,adict={},abname=''):
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diff = None
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if DEBUG:
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msg += '<hr>'
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msg += '<p><font color="blue">DEBUG messages:</p>'
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msg += "<p>Got: %s</p>" % repr(fsym)
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# msg += "<p/>Got: %s" % str([type(x) for x in fsym.atoms()]).replace('<','<')
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msg += "<p>Expecting: %s</p>" % repr(fexpect).replace('**','^').replace('hat(I)','hat(i)')
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# msg += "<p/>Expecting: %s" % str([type(x) for x in fexpect.atoms()]).replace('<','<')
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if diff:
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msg += "<p>Difference: %s</p>" % to_latex(diff)
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msg += '<hr>'
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return {'ok':False,'msg':msg,'ex':fexpect,'got':fsym}
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