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demo-log-01 true

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Summary

Given
\(x, y \in \mathbb{R},\quad x > 0,\quad y > 0\)
Claim
\(\displaystyle \log\left(x \, y\right) = \log x + \log y\)
Expected
true equal at every admissible point

the two sides are equal at every admissible point

Answers (latest run per system; open code for the reproducer that ran)

systemoutcomeanswersteps (from the trace)srunquery (as sent)detail
none
always-noneno verdictnull0.02026-10-13 17:20:05 df65d778fc5c(real x) ∧ (real y) ∧ (positive x) ∧ (positive y) ⊢ (= (log (* x y)) (+ (log x) (log y)))null
sympy
sympy-askno verdictnulldifference → -log(x) - log(y) + log(x*y) · ask → None0.1482026-10-13 17:20:46 df65d778fc5cQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = ask(Q.positive(W**2 + 1), Q.real(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
# not Q.eq: in SymPy 1.14 ask(Q.eq(x**2, x), Q.real(x)) is wrongly False
Answer = ask(Q.zero(Residual), Assum)
print(Residual, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
askQ.zero(Residual)→None
answernull
sympy-askno verdictnulldifference → -log(x) - log(y) + log(x*y) · ask → None0.0382026-10-12 20:21:28 d7af4def9aaaQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = ask(Q.positive(W**2 + 1), Q.real(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
# not Q.eq: in SymPy 1.14 ask(Q.eq(x**2, x), Q.real(x)) is wrongly False
Answer = ask(Q.zero(Residual), Assum)
print(Residual, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
askQ.zero(Residual)→None
answernull
sympy-refineno verdictnulldifference → -log(x) - log(y) + log(x*y) · refine → -log(x) - log(y) + log(x*y)0.0372026-10-13 17:20:49 df65d778fc5cQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = refine(Abs(W), Q.positive(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
Result = refine(Residual, Assum)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
refinerefine(Residual, Assum)→-log(x) - log(y) + log(x*y)
answernull
sympy-refineno verdictnulldifference → -log(x) - log(y) + log(x*y) · refine → -log(x) - log(y) + log(x*y)0.0382026-10-12 20:21:30 d7af4def9aaaQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = refine(Abs(W), Q.positive(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
Result = refine(Residual, Assum)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
refinerefine(Residual, Assum)→-log(x) - log(y) + log(x*y)
answernull
sympy-simplifysolvedtruedifference → -log(x) - log(y) + log(x*y) · simplify → 00.0242026-10-13 17:20:51 df65d778fc5cQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))true
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = simplify(sin(W)**2 + cos(W)**2)
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True, positive=True)
y = Symbol('y', real=True, positive=True)
Residual = log(x * y) - (log(x) + log(y))
Result = simplify(Residual)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
simplifysimplify(Residual)→0
answertrue
sympy-simplifysolvedtruedifference → -log(x) - log(y) + log(x*y) · simplify → 00.0252026-10-12 20:21:32 d7af4def9aaaQ.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))true
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = simplify(sin(W)**2 + cos(W)**2)
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True, positive=True)
y = Symbol('y', real=True, positive=True)
Residual = log(x * y) - (log(x) + log(y))
Result = simplify(Residual)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
simplifysimplify(Residual)→0
answertrue
wolfram
wolfram-fullsimplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0222026-10-13 17:20:59 df65d778fc5cElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = FullSimplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = FullSimplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultFullSimplify[Residual, Assum]→0
answertrue
wolfram-refine no verdictnulldifference → -Log[x] - Log[y] + Log[x*y] · result → -Log[x] - Log[y] + Log[x*y]0.0232026-10-13 17:20:56 df65d778fc5cElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))null
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Refine[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Refine[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultRefine[Residual, Assum]→-Log[x] - Log[y] + Log[x*y]
answernull
wolfram-simplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0222026-10-13 17:20:52 df65d778fc5cElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Simplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Simplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultSimplify[Residual, Assum]→0
answertrue
Older runs (11)
systemoutcomeanswersteps (from the trace)srunquery (as sent)detail
wolfram-fullsimplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0232026-10-13 16:39:09 03f5149718d0Element[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = FullSimplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = FullSimplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultFullSimplify[Residual, Assum]→0
answertrue
wolfram-refine no verdictnulldifference → -Log[x] - Log[y] + Log[x*y] · result → -Log[x] - Log[y] + Log[x*y]0.0232026-10-13 16:39:06 03f5149718d0Element[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))null
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Refine[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Refine[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultRefine[Residual, Assum]→-Log[x] - Log[y] + Log[x*y]
answernull
wolfram-simplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0222026-10-13 16:39:02 03f5149718d0Element[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Simplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Simplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultSimplify[Residual, Assum]→0
answertrue
sympy-simplifysolvedtruedifference → -log(x) - log(y) + log(x*y) · simplify → 00.0242026-10-13 16:39:01 03f5149718d0Q.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))true
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = simplify(sin(W)**2 + cos(W)**2)
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True, positive=True)
y = Symbol('y', real=True, positive=True)
Residual = log(x * y) - (log(x) + log(y))
Result = simplify(Residual)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
simplifysimplify(Residual)→0
answertrue
sympy-refineno verdictnulldifference → -log(x) - log(y) + log(x*y) · refine → -log(x) - log(y) + log(x*y)0.0432026-10-13 16:38:59 03f5149718d0Q.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = refine(Abs(W), Q.positive(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
Result = refine(Residual, Assum)
# true iff the result is 0; false only if it is a definite nonzero number
Answer = True if Result == 0 else False if (Result.is_number and Result.is_finite and Result.is_zero is False) else None
print(Result, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
refinerefine(Residual, Assum)→-log(x) - log(y) + log(x*y)
answernull
always-noneno verdictnull0.02026-10-13 16:38:56 03f5149718d0(real x) ∧ (real y) ∧ (positive x) ∧ (positive y) ⊢ (= (log (* x y)) (+ (log x) (log y)))null
sympy-askno verdictnulldifference → -log(x) - log(y) + log(x*y) · ask → None0.1482026-10-13 16:38:56 03f5149718d0Q.real(x) ∧ Q.real(y) ∧ Q.positive(x) ∧ Q.positive(y) ⊢ Eq(log((x*y)), (log(x) + log(y)))null
code
setup — not timed
from sympy import *
import sympy

SympyVersion = sympy.__version__
# warm-up: a fixed generic expression, never case content
W = Symbol('W')
Warmup = ask(Q.positive(W**2 + 1), Q.real(W))
# every query then runs in its own forked process, starting from this state:
# the expression caches are dropped (imported and lazily loaded modules stay)
sympy.core.cache.clear_cache()
x = Symbol('x', real=True)
y = Symbol('y', real=True)
Assum = And(Q.real(x), Q.real(y), Q.positive(x), Q.positive(y))
Residual = log(x * y) - (log(x) + log(y))
# not Q.eq: in SymPy 1.14 ask(Q.eq(x**2, x), Q.real(x)) is wrongly False
Answer = ask(Q.zero(Residual), Assum)
print(Residual, Answer, sep='\n')
differencelog(x * y) - (log(x) + log(y))→-log(x) - log(y) + log(x*y)
askQ.zero(Residual)→None
answernull
wolfram-fullsimplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0232026-10-12 20:21:41 d7af4def9aaaElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = FullSimplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = FullSimplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultFullSimplify[Residual, Assum]→0
answertrue
wolfram-refine no verdictnulldifference → -Log[x] - Log[y] + Log[x*y] · result → -Log[x] - Log[y] + Log[x*y]0.0232026-10-12 20:21:37 d7af4def9aaaElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))null
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Refine[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Refine[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultRefine[Residual, Assum]→-Log[x] - Log[y] + Log[x*y]
answernull
wolfram-simplify solvedtruedifference → -Log[x] - Log[y] + Log[x*y] · result → 00.0232026-10-12 20:21:34 d7af4def9aaaElement[x, Reals] ∧ Element[y, Reals] ∧ (Element[x, Reals] && x > 0) ∧ (Element[y, Reals] && y > 0) ⊢ (Log[(x*y)] == (Log[x] + Log[y]))true
code
setup — not timed
(
  $HistoryLength = 0;
  $Messages = {};
  Warmup = Simplify[Sin[W]^2 + Cos[W]^2, Element[W, Reals]];
  GenericWarmup = Quiet[{Simplify[Abs[W] + W, W < 0], Simplify[Sqrt[W^2] - W, W > 0], Refine[Sqrt[W^2], W > 0], Simplify[Log[W V] - Log[W] - Log[V], W > 0 && V > 0], Simplify[Log[-W] - Log[W] - I Pi, W < 0], Simplify[(-1)^(2 W) - 1, Element[W, Integers]], Simplify[Mod[W + 1, 2], Element[W, Integers] && Element[(W - 1)/2, Integers]], Simplify[ArcTan[W] + ArcTan[1/W] - Pi/2, W > 0], FullSimplify[ArcCot[W] - ArcTan[1/W], W > 0], Simplify[Abs[Exp[I W]] - 1, Element[W, Reals]], Simplify[Re[W] - (W + Conjugate[W])/2], Simplify[Gamma[W + 1] - W!, Element[W, Integers] && W > 0], Simplify[Floor[W] - W, Element[W, Integers]], Simplify[Sqrt[W] Sqrt[V] - Sqrt[W V], W > 0 && V > 0], Simplify[HeavisideTheta[W] - 1, W > 0], Simplify[2^W 2^V - 2^(W + V), Element[W, Reals] && Element[V, Reals]], Simplify[Sum[V, {V, 1, W}] - W (W + 1)/2, Element[W, Integers] && W > 0]}];
  Quiet[Check[Message[General::argx, "W", 0], Null]];
  {$Version, Warmup, Length[GenericWarmup]}
)
(* evaluated in a forked copy of the setup kernel: TimeConstrained would not fire here (no timer thread), so the parent enforces a hard timeout of 9 s by killing this process *)
(
  Assum = (Element[x, Reals]) && (Element[y, Reals]) && ((Element[x, Reals] && x > 0)) && ((Element[y, Reals] && y > 0));
  Residual = (Log[x*y]) - (Log[x] + Log[y]);
  Result = Simplify[Residual, Assum];
  Answer = Which[Result === 0, True, NumericQ[Result] && TrueQ[Result != 0], False, True, Null];
  {Residual, Result, Answer}
)
difference(Log[x*y]) - (Log[x] + Log[y])→-Log[x] - Log[y] + Log[x*y]
resultSimplify[Residual, Assum]→0
answertrue
always-noneno verdictnull0.02026-10-12 20:21:33 d7af4def9aaa(real x) ∧ (real y) ∧ (positive x) ∧ (positive y) ⊢ (= (log (* x y)) (+ (log x) (log y)))null

Source (branch.sexp)

(case demo-log-01 (category branch-cuts)
  (var x real) (var y real)
  (assume (positive x)) (assume (positive y))
  (ask (= (log (* x y)) (+ (log x) (log y))))
  (expect true))