*h SSjrSrg)printc^^^^^T(dSmOTS:Xa S/mU4SjmT(dSmOTS:Xa S/mU4SjmUUU4SjnU$)a Returns a wrapped copy of *f* that monitors evaluation by calling *input* with every input (*args*, *kwargs*) passed to *f* and *output* with every value returned from *f*. The default action (specify using the special string value ``'print'``) is to print inputs and outputs to stdout, along with the total evaluation count:: >>> from mpmath import * >>> mp.dps = 5; mp.pretty = False >>> diff(monitor(exp), 1) # diff will eval f(x-h) and f(x+h) in 0 (mpf('0.99999999906867742538452148'),) {} out 0 mpf('2.7182818259274480055282064') in 1 (mpf('1.0000000009313225746154785'),) {} out 1 mpf('2.7182818309906424675501024') mpf('2.7182808') To disable either the input or the output handler, you may pass *None* as argument. Custom input and output handlers may be used e.g. to store results for later analysis:: >>> mp.dps = 15 >>> input = [] >>> output = [] >>> findroot(monitor(sin, input.append, output.append), 3.0) mpf('3.1415926535897932') >>> len(input) # Count number of evaluations 9 >>> print(input[3]); print(output[3]) ((mpf('3.1415076583334066'),), {}) 8.49952562843408e-5 >>> print(input[4]); print(output[4]) ((mpf('3.1415928201669122'),), {}) -1.66577118985331e-7 cgNvs M/home/mande/repo/quber/.venv/lib/python3.13/site-packages/mpmath/usertools.pymonitor..*s$rc\>Uup[STS<SU<SU<35 TS==S- ss'g)Nzin r  r)valueargskwargsincounts r inputmonitor..input-s* LD GAJf= > AJ!OJr cgrrrs r r r 2s4r cL>[STS<SU<35 TS==S- ss'g)Nzout r rrr)routcounts r outputmonitor..output5s" !e4 5 QK1 Kr c:>T"X45 T"U0UD6nT"U5 U$rr)rrrfrrs r f_monitoredmonitor..f_monitored8s( tn t v q r r)rrrrrrs``` @@r monitorr!sMN  ' #   7 3  r c^^^^ TRS5nST;aTS T(dT(a,[T5S:XaT(d TSm U U4SjnO UUU4SjnOTnSSKJn U"5od"5ou"5oU- n U S:dU(aU $[ S5Hhn U"5nU"5 U"5 U"5 U"5 U"5 U"5 U"5 U"5 U"5 U"5 U"5n[ XU- S - 5n Mj U $) z Returns time elapsed for evaluating ``f()``. Optionally arguments may be passed to time the execution of ``f(*args, **kwargs)``. If the first call is very quick, ``f`` is called repeatedly and the best time is returned. oncerr c>T"T5$rr)argrsr r timing..Ms #r c>T"T0TD6$rr)rrrsr r r&Os4*6*r ) default_timerg? )getlentimeitr(rangemin) rrrr#gclockt1rt2tir%s ``` @r timingr6?s ::f D  6N v t9>&q'CA*A - wB!#%'rU14x4 1X 7 ACACACACAC 7 aB   Hr N)rr)r!r6rr r r7s;z r