What is v0? When I run the above it isn't defined.
On Monday, January 31, 2022 at 11:19:49 PM UTC Emmanuel Charpentier wrote:

> As advertised, an atempt at a minimal (non-)working example :
>
> # Reproducible minimal example
> with seed(0): M = matrix(AA, 3, 3, lambda u,v: AA.random_element())
> # Working ring
> WR = M.base_ring().algebraic_closure()
> # A variable to carry the eigenvalues
> l = SR.var("l")
> # Vector of unknowns for the eigenvectors
> V =vector(list(var("v", n=2))+[SR(1)])
> # M.eigenvalues does not return. Get them by hand
> # Equation determining the eigenspace
> ESE = M-l*identity_matrix(WR, 3)
> # Eigenvalues
> EVa = ESE.det().roots(ring=WR)
> # M.eigenvectors_left() doesn't return.
> # Set up a system of equations whose roots define the eigenvectors.
> Sys = ESE*V
> # Solve for each eigenvalue
> # solve([u.subs(l==EVa[0][0]) for u in Sys],list(V[:2])) fails.
> # Try to solve manually by substitution
> # First equation, first variable.
> # solve(Sys[0].subs(l==EVa[0][0]), v0) fails.
> # Try to solve by explicit algebraic manipulation
> E00 = Sys[0].subs(l==EVa[0][0])
> # Isolate v0
> V00=E0/E00.coefficient(v0) # fast
>
> At this point, tryoing to proint V00‘s value “never returns”. However, a 
> forst interruption (C-C) prints :
>
> sage: V00
>   C-c 
> C-c---------------------------------------------------------------------------
> AttributeError                            Traceback (most recent call last)
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in minpoly(self)
>    4492         try:
> -> 4493             return self._minimal_polynomial
>    4494         except AttributeError:
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/element.pyx
>  in sage.structure.element.Element.__getattr__ 
> (build/cythonized/sage/structure/element.c:4754)()
>     493         """
> --> 494         return self.getattr_from_category(name)
>     495 
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/element.pyx
>  in sage.structure.element.Element.getattr_from_category 
> (build/cythonized/sage/structure/element.c:4866)()
>     506             cls = P._abstract_element_class
> --> 507         return getattr_from_other_class(self, cls, name)
>     508 
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/cpython/getattr.pyx
>  in sage.cpython.getattr.getattr_from_other_class 
> (build/cythonized/sage/cpython/getattr.c:2633)()
>     360         dummy_error_message.name = name
> --> 361         raise AttributeError(dummy_error_message)
>     362     attribute = <object>attr
>
> AttributeError: 'AlgebraicNumber' object has no attribute 
> '_minimal_polynomial'
>
> During handling of the above exception, another exception occurred:
>
> KeyboardInterrupt                         Traceback (most recent call last)
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/element.pyx
>  in sage.structure.element.Element.__richcmp__ 
> (build/cythonized/sage/structure/element.c:10418)()
>    1110             return (<Element>self)._richcmp_(other, op)
>    1111         else:
> -> 1112             return coercion_model.richcmp(self, other, op)
>    1113 
>    1114     cpdef _richcmp_(left, right, int op):
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/coerce.pyx
>  in sage.structure.coerce.CoercionModel.richcmp 
> (build/cythonized/sage/structure/coerce.c:20625)()
>    1979             assert not (isinstance(x, Element) and
>    1980                 
> (<Element>x)._parent.get_flag(Parent_richcmp_element_without_coercion))
> -> 1981             return PyObject_RichCompare(x, y, op)
>    1982 
>    1983         # Comparing with coercion didn't work, try something else.
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/element.pyx
>  in sage.structure.element.Element.__richcmp__ 
> (build/cythonized/sage/structure/element.c:10394)()
>    1108             # an instance of Element. The explicit casts below make
>    1109             # Cython generate optimized code for this call.
> -> 1110             return (<Element>self)._richcmp_(other, op)
>    1111         else:
>    1112             return coercion_model.richcmp(self, other, op)
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/structure/element.pyx
>  in sage.structure.element.Element._richcmp_ 
> (build/cythonized/sage/structure/element.c:10500)()
>    1112             return coercion_model.richcmp(self, other, op)
>    1113 
> -> 1114     cpdef _richcmp_(left, right, int op):
>    1115         r"""
>    1116         Basic default implementation of rich comparisons for elements 
> with
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in _richcmp_(self, other, op)
>    4897         ci1 = self._value.imag().abs()
>    4898         ci2 = other._value.imag().abs()
> -> 4899         if ci1.overlaps(ci2) and self.minpoly() == other.minpoly():
>    4900             c = cmp_elements_with_same_minpoly(self, other, 
> self.minpoly())
>    4901             if c is not None:
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in minpoly(self)
>    4493             return self._minimal_polynomial
>    4494         except AttributeError:
> -> 4495             self.exactify()
>    4496             self._minimal_polynomial = self._descr.minpoly()
>    4497             return self._minimal_polynomial
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    4363         if isinstance(od, (ANRational, ANExtensionElement)):
>    4364             return
> -> 4365         self._set_descr(self._descr.exactify())
>    4366 
>    4367     def _set_descr(self, new_descr):
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    8429             left = self._left
>    8430             right = self._right
> -> 8431             left.exactify()
>    8432             right.exactify()
>    8433             gen = left._exact_field().union(right._exact_field())
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    4363         if isinstance(od, (ANRational, ANExtensionElement)):
>    4364             return
> -> 4365         self._set_descr(self._descr.exactify())
>    4366 
>    4367     def _set_descr(self, new_descr):
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    8429             left = self._left
>    8430             right = self._right
> -> 8431             left.exactify()
>    8432             right.exactify()
>    8433             gen = left._exact_field().union(right._exact_field())
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    4363         if isinstance(od, (ANRational, ANExtensionElement)):
>    4364             return
> -> 4365         self._set_descr(self._descr.exactify())
>    4366 
>    4367     def _set_descr(self, new_descr):
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in exactify(self)
>    8431             left.exactify()
>    8432             right.exactify()
> -> 8433             gen = left._exact_field().union(right._exact_field())
>    8434             left_value = gen(left._exact_value())
>    8435             right_value = gen(right._exact_value())
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in union(self, other)
>    3230         op = QQx(op)
>    3231         # pari_nf = self._field.pari_nf()
> -> 3232         pari_nf = self.pari_field()
>    3233         factors = list(pari_nf.nffactor(op).lift())[0]
>    3234         x, y = QQxy.gens()
>
> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>  in pari_field(self)
>    3134         if self._pari_field is None:
>    3135             pari_pol = self._field.pari_polynomial("y")
> -> 3136             self._pari_field = pari_pol.nfinit(1)
>    3137         return self._pari_field
>    3138 
>
> cypari2/auto_gen.pxi in cypari2.gen.Gen_base.nfinit()
>
> and a *second* interrupt prints :
>
> KeyboardInterrupt: 
> Exception ignored in: 'sage.symbolic.expression.py_is_integer'
> Traceback (most recent call last):
>   File "sage/structure/parent.pyx", line 1163, in 
> sage.structure.parent.Parent.__contains__ 
> (build/cythonized/sage/structure/parent.c:10408)
>   File "sage/structure/parent.pyx", line 898, in 
> sage.structure.parent.Parent.__call__ 
> (build/cythonized/sage/structure/parent.c:9388)
>   File "sage/structure/coerce_maps.pyx", line 287, in 
> sage.structure.coerce_maps.NamedConvertMap._call_ 
> (build/cythonized/sage/structure/coerce_maps.c:6085)
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 5011, in _integer_
>     return AA(self)._integer_(ZZ)
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 5485, in _integer_
>     self.exactify()
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 4365, in exactify
>     self._set_descr(self._descr.exactify())
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 8182, in exactify
>     arg.exactify()
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 4365, in exactify
>     self._set_descr(self._descr.exactify())
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 8431, in exactify
>     left.exactify()
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 4365, in exactify
>     self._set_descr(self._descr.exactify())
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 8431, in exactify
>     left.exactify()
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 4365, in exactify
>     self._set_descr(self._descr.exactify())
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 8433, in exactify
>     gen = left._exact_field().union(right._exact_field())
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 3232, in union
>     pari_nf = self.pari_field()
>   File 
> "/usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py",
>  line 3136, in pari_field
>     self._pari_field = pari_pol.nfinit(1)
>   File "cypari2/auto_gen.pxi", line 23641, in cypari2.gen.Gen_base.nfinit
> KeyboardInterrupt: 
> 1.000000000000000?*v0 - 35.57125011095806?*v1 - 492.8896998473554?
>
> Similarly, V00.coefficient(v0).is_one() “never returns”.
> The current aritmetic on algebraics is therefore problematic for this kind 
> of problems.
> Suggestions ?
> ​
> Le lundi 31 janvier 2022 à 17:59:34 UTC+1, Emmanuel Charpentier a écrit :
>
>> Thank you, Nils !
>> Trying to pinpoint things by running a manual solution step by step, it 
>> seems that the stumbling oint is the division on two algebraics. I'll try 
>> to make a clear minimal example and report it.
>> Le lundi 31 janvier 2022 à 00:49:22 UTC+1, Nils Bruin a écrit :
>>
>>> On Saturday, 29 January 2022 at 13:51:14 UTC-8 Emmanuel Charpentier 
>>> wrote:
>>>
>>>> /usr/local/sage-9/local/var/lib/sage/venv-python3.9/lib/python3.9/site-packages/sage/rings/qqbar.py
>>>>  
>>>> in pari_field(self) 
>>>>
>>>>>    3134         if self._pari_field is None:
>>>>>    3135             pari_pol = self._field.pari_polynomial("y")
>>>>> -> 3136             self._pari_field = pari_pol.nfinit(1)
>>>>>    3137         return self._pari_field
>>>>>    3138 
>>>>>
>>>>> cypari2/auto_gen.pxi in cypari2.gen.Gen_base.nfinit()
>>>>> KeyboardInterrupt:
>>>>>
>>>>>
>>>>> nf_init is a perfectly respectable place to hang. After interruption, 
>>> can you "%debug"  and see what the value of pari_pol is? I'd expect that 
>>> nfinit determines the ring of integers, which means factoring the 
>>> discriminant. [QQbar shouldn't need the ring of integers of element 
>>> arithmetic, but this has been stumbled on before: QQbar often tries to find 
>>> an "optimized" form of the number field, which for small examples is often 
>>> quite doable and, if you end up doing a LOT of arithmetic in the same 
>>> field, is often worth the investment. However, because of factoring of the 
>>> discriminant, it's fully subexponential in complexity, whereas all the 
>>> things QQbar needs to do are polynomial time. So we already know that QQbar 
>>> will do things with the wrong theoretical asymptotic complexity. That can 
>>> come back and bite you, when reality and asymptotics start behaving 
>>> similarly (which happens eventually ... asymptotically speakinh)
>>>
>>

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